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AAAI-25 Technical Tracks 3
Vol. 39 No. 3Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 3) consists of 1114 pages and 1 tracks:
AAAI Technical Track on Computer Vision II
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AAAI-25 Technical Tracks 4
Vol. 39 No. 4Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 4) consists of 1059 pages and 1 tracks:
AAAI Technical Track on Computer Vision III
-
AAAI-25 Technical Tracks 5
Vol. 39 No. 5Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 5) consists of 1049 pages and 1 tracks:
AAAI Technical Track on Computer Vision IV
-
AAAI-25 Technical Tracks 6
Vol. 39 No. 6Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 6) consists of 1106 pages and 1 tracks:
AAAI Technical Track on Computer Vision V
-
AAAI-25 Technical Tracks 7
Vol. 39 No. 7Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 7) consists of 1103 pages and 1 tracks:
AAAI Technical Track on Computer Vision VI
-
AAAI-25 Technical Tracks 8
Vol. 39 No. 8Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 8) consists of 1105 pages and 1 tracks:
AAAI Technical Track on Computer Vision VII
-
AAAI-25 Technical Tracks 9
Vol. 39 No. 9Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 9) consists of 1105 pages and 1 tracks:
AAAI Technical Track on Computer Vision VIII
-
AAAI-25 Technical Tracks 10
Vol. 39 No. 10Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 10) consists of 1091 pages and 1 tracks:
AAAI Technical Track on Computer Vision IX
-
AAAI-25 Technical Tracks 11
Vol. 39 No. 11Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 11) consists of 1104 pages and 2 tracks:
AAAI Technical Track on Constraint Satisfaction and Optimization
AAAI Technical Track on Data Mining & Knowledge Management I -
AAAI-25 Technical Tracks 12
Vol. 39 No. 12Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 12) consists of 1290 pages and 1 tracks:
AAAI Technical Track on Data Mining & Knowledge Management II
-
AAAI-25 Technical Tracks 13
Vol. 39 No. 13Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 13) consists of 1036 pages and 2 tracks:
AAAI Technical Track on Game Theory and Economic Paradigms
AAAI Technical Track on Humans and AI -
AAAI-25 Technical Tracks 14
Vol. 39 No. 14Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 14) consists of 735 pages and 2 tracks:
AAAI Technical Track on Intelligent Robots
AAAI Technical Track on Knowledge Representation and Reasoning -
AAAI-25 Technical Tracks 15
Vol. 39 No. 15Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 15) consists of 1122 pages and 1 tracks:
AAAI Technical Track on Machine Learning I
-
AAAI-25 Technical Tracks 16
Vol. 39 No. 16Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 16) consists of 1119 pages and 1 tracks:
AAAI Technical Track on Machine Learning II
-
AAAI-25 Technical Tracks 17
Vol. 39 No. 17Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 17) consists of 1126 pages and 1 tracks:
AAAI Technical Track on Machine Learning III
-
AAAI-25 Technical Tracks 18
Vol. 39 No. 18Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 18) consists of 1127 pages and 1 tracks:
AAAI Technical Track on Machine Learning IV
-
AAAI-25 Technical Tracks 19
Vol. 39 No. 19Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 19) consists of 1125 pages and 1 tracks:
AAAI Technical Track on Machine Learning V
-
AAAI-25 Technical Tracks 20
Vol. 39 No. 20Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 20) consists of 1114 pages and 1 tracks:
AAAI Technical Track on Machine Learning VI
-
AAAI-25 Technical Tracks 21
Vol. 39 No. 21Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 21) consists of 1105 pages and 1 tracks:
AAAI Technical Track on Machine Learning VII
-
AAAI-25 Technical Tracks 22
Vol. 39 No. 22Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 22) consists of 995 pages and 2 tracks:
AAAI Technical Track on Multiagent Systems
AAAI Technical Track on Natural Language Processing I -
AAAI-25 Technical Tracks 23
Vol. 39 No. 23Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 23) consists of 1040 pages and 1 tracks:
AAAI Technical Track on Natural Language Processing II
-
AAAI-25 Technical Tracks 24
Vol. 39 No. 24Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 24) consists of 1037 pages and 1 tracks:
AAAI Technical Track on Natural Language Processing III
-
AAAI-25 Technical Tracks 25
Vol. 39 No. 25Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 25) consists of 984 pages and 4 tracks:
AAAI Technical Track on Philosophy and Ethics of AI
AAAI Technical Track on Planning, Routing, and Scheduling
AAAI Technical Track on Reasoning under Uncertainty
AAAI Technical Track on Search and Optimization -
AAAI-25 Special Track on AI Alignment
Vol. 39 No. 26Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 26) consists of 586 pages and 1 tracks:
AAAI Technical Track on AI Alignment
-
AAAI-25 Special Track on AI for Social Impact, Senior Member Presentations, New Faculty Highlights, Journal Track
Vol. 39 No. 27Thirty-Ninth AAAI Conference on Artificial Intelligence
Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence
Fifteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Toby Walsh, Julie Shah, Zico Kolter
Sponsored by the Association for the Advancement of Artificial Intelligence
February 25–March 4, 2025, Philadelphia, Pennsylvania.Published by AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-897-X
ISBN-13: 978-1-57735-897-8The Thirty-Ninth AAAI Conference on Artificial Intelligence was held on February 25 – March 4, 2025, Philadelphia, Pennyslvania. The program chairs were Julie Shah (Massachusetts Institute of Technology, USA) and Zico Kolter (Carnegie Mellon University, USA).
AAAI-25 welcomed submissions on research that advances artificial intelligence, broadly conceived. The conference featured technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs. Many of these activities were tailored to the theme of bridges and were selected according to the highest standards, with additional programs for students and young researchers. In addition to the Main Technical Track, authors were encouraged to submit papers for the Special Track on AI for Social Impact and the Special Track on AI Alignment.
Driven by its disciplinary diversity, AAAI has incubated numerous AI sub-disciplines and conferences and has nurtured for decades the cohesion of AI. The purpose of this year’s Bridge Program is to tap into new sources of innovation by cultivating collaboration between two or more communities directed towards a common goal. Hence, the communities that our Bridge Program is intended to bring together could be distinct subfields of AI, such as planning and learning, or different disciplines that contribute to and benefit from AI, such as AI and the humanities.
The conference scope included machine learning, natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work that focused on any one of these areas, AAAI-25 encouraged work across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or developing AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.
The conference also continued its tradition of collocating with the long-running Innovative Applications of Artificial Intelligence conference (IAAI-25). IAAI-25 was cochaired by Jan Seyler (Festo, Germany), Serdar Kadioglu (Brown University, USA) and Sean McGregor (UL Research Institutes, USA). The IAAI-25 papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (EAAI-25). EAAI-25 was cochaired by Stephanie Rosenthal (Carnegie Mellon University, USA) and Narges Norouzi (University of California Berkley, USA)
The proceedings have been published in 28 consecutive issues. This issue (volume 39 no. 27) consists of 972 pages and 6 tracks:
AAAI Technical Track on AI for Social Impact Track
Senior Member Presentation: Blue Sky Papers
Senior Member Presentation: Bridge Sky Papers
Senior Member Presentation: Summary Sky Papers
New Faculty Highlights
AAAI Journal Track
