Archives
-
AAAI-23 Technical Tracks 1
Vol. 37 No. 1Thirty-Seventh AAAI Conference on Artificial Intelligence
Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence
Thirteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Brian Williams, Yiling Chen, Jennifer Neville
Sponsored by the Association for the Advancement of Artificial Intelligence
February 7–14, 2023, Washington DC, USA.Published by AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN 978-1-57735-880-0 (Online, 13 issue set)The Thirty-Seventh AAAI Conference on Artificial Intelligence was held on February 7–14, 2023 in Washington, D.C., USA. The program chairs were Yiling Chen (Harvard University, USA) and Jennifer Neville (Microsoft Research and Purdue University, USA).
The AAAI-23 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, exhibit programs, and two new activities: a Bridge Program and a Lab Program. 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. The conference scope included machine learning (deep learning, statistical learning, etc), 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-23 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 colocating with the long-running Innovative Applications of Artificial Intelligence conference (cochaired by Alex Wong, University of Waterloo, Canada, and YuHao Chen, University of Waterloo, Canada). The IAAI papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (cochaired by Marion Neumann, Washington University, USA, Pat Virtue, Carnegie Mellon University, USA, and Michael Guerzhoy, University of Toronto, Canada).
The proceedings have been published in 13 consecutive issues. This issue (volume 37 no. 1) consists of 1,411 pages and two tracks:
AAAI Technical Track on Cognitive Modeling & Cognitive Systems
AAAI Technical Track on Computer Vision I -
AAAI-23 Technical Tracks 2
Vol. 37 No. 2Thirty-Seventh AAAI Conference on Artificial Intelligence
Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence
Thirteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Brian Williams, Yiling Chen, Jennifer Neville
Sponsored by the Association for the Advancement of Artificial Intelligence
February 7–14, 2023, Washington DC, USA.Published by AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN 978-1-57735-880-0 (Online, 13 issue set)The Thirty-Seventh AAAI Conference on Artificial Intelligence was held on February 7–14, 2023 in Washington, D.C., USA. The program chairs were Yiling Chen (Harvard University, USA) and Jennifer Neville (Microsoft Research and Purdue University, USA).
The AAAI-23 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, exhibit programs, and two new activities: a Bridge Program and a Lab Program. 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. The conference scope included machine learning (deep learning, statistical learning, etc), 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-23 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 colocating with the long-running Innovative Applications of Artificial Intelligence conference (cochaired by Alex Wong, University of Waterloo, Canada, and YuHao Chen, University of Waterloo, Canada). The IAAI papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (cochaired by Marion Neumann, Washington University, USA, Pat Virtue, Carnegie Mellon University, USA, and Michael Guerzhoy, University of Toronto, Canada).
The proceedings have been published in 13 consecutive issues. This issue (volume 37 no. 2) consists of 1,237 pages and one track:
AAAI Technical Track on Computer Vision II
-
AAAI-23 Technical Tracks 3
Vol. 37 No. 3Thirty-Seventh AAAI Conference on Artificial Intelligence
Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence
Thirteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Brian Williams, Yiling Chen, Jennifer Neville
Sponsored by the Association for the Advancement of Artificial Intelligence
February 7–14, 2023, Washington DC, USA.Published by AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN 978-1-57735-880-0 (Online, 13 issue set)The Thirty-Seventh AAAI Conference on Artificial Intelligence was held on February 7–14, 2023 in Washington, D.C., USA. The program chairs were Yiling Chen (Harvard University, USA) and Jennifer Neville (Microsoft Research and Purdue University, USA).
The AAAI-23 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, exhibit programs, and two new activities: a Bridge Program and a Lab Program. 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. The conference scope included machine learning (deep learning, statistical learning, etc), 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-23 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 colocating with the long-running Innovative Applications of Artificial Intelligence conference (cochaired by Alex Wong, University of Waterloo, Canada, and YuHao Chen, University of Waterloo, Canada). The IAAI papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (cochaired by Marion Neumann, Washington University, USA, Pat Virtue, Carnegie Mellon University, USA, and Michael Guerzhoy, University of Toronto, Canada).
The proceedings have been published in 13 consecutive issues. This issue (volume 37 no. 3) consists of 1,243 pages and one track:
AAAI Technical Track on Computer Vision III
-
AAAI-23 Technical Tracks 4
Vol. 37 No. 4Thirty-Seventh AAAI Conference on Artificial Intelligence
Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence
Thirteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Brian Williams, Yiling Chen, Jennifer Neville
Sponsored by the Association for the Advancement of Artificial Intelligence
February 7–14, 2023, Washington DC, USA.Published by AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN 978-1-57735-880-0 (Online, 13 issue set)The Thirty-Seventh AAAI Conference on Artificial Intelligence was held on February 7–14, 2023 in Washington, D.C., USA. The program chairs were Yiling Chen (Harvard University, USA) and Jennifer Neville (Microsoft Research and Purdue University, USA).
The AAAI-23 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, exhibit programs, and two new activities: a Bridge Program and a Lab Program. 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. The conference scope included machine learning (deep learning, statistical learning, etc), 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-23 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 colocating with the long-running Innovative Applications of Artificial Intelligence conference (cochaired by Alex Wong, University of Waterloo, Canada, and YuHao Chen, University of Waterloo, Canada). The IAAI papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (cochaired by Marion Neumann, Washington University, USA, Pat Virtue, Carnegie Mellon University, USA, and Michael Guerzhoy, University of Toronto, Canada).
The proceedings have been published in 13 consecutive issues. This issue (volume 37 no. 4) consists of 1,557 pages and three track:
AAAI Technical Track on Constraint Satisfaction and Optimization
AAAI Technical Track on Data Mining & Knowledge Management
AAAI Technical Track on Domain(s) of Application -
AAAI-23 Technical Tracks 5
Vol. 37 No. 5Thirty-Seventh AAAI Conference on Artificial Intelligence
Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence
Thirteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Brian Williams, Yiling Chen, Jennifer Neville
Sponsored by the Association for the Advancement of Artificial Intelligence
February 7–14, 2023, Washington DC, USA.Published by AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN 978-1-57735-880-0 (Online, 13 issue set)The Thirty-Seventh AAAI Conference on Artificial Intelligence was held on February 7–14, 2023 in Washington, D.C., USA. The program chairs were Yiling Chen (Harvard University, USA) and Jennifer Neville (Microsoft Research and Purdue University, USA).
The AAAI-23 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, exhibit programs, and two new activities: a Bridge Program and a Lab Program. 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. The conference scope included machine learning (deep learning, statistical learning, etc), 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-23 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 colocating with the long-running Innovative Applications of Artificial Intelligence conference (cochaired by Alex Wong, University of Waterloo, Canada, and YuHao Chen, University of Waterloo, Canada). The IAAI papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (cochaired by Marion Neumann, Washington University, USA, Pat Virtue, Carnegie Mellon University, USA, and Michael Guerzhoy, University of Toronto, Canada).
The proceedings have been published in 13 consecutive issues. This issue (volume 37 no. 5) consists of 1,174 pages and four tracks:
AAAI Technical Track on Game Theory and Economic Paradigms
AAAI Technical Track on Humans and AI
AAAI Technical Track on Intelligent Robotics
AAAI Technical Track on Knowledge Representation and Reasoning -
AAAI-23 Technical Tracks 6
Vol. 37 No. 6Thirty-Seventh AAAI Conference on Artificial Intelligence
Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence
Thirteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Brian Williams, Yiling Chen, Jennifer Neville
Sponsored by the Association for the Advancement of Artificial Intelligence
February 7–14, 2023, Washington DC, USA.Published by AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN 978-1-57735-880-0 (Online, 13 issue set)The Thirty-Seventh AAAI Conference on Artificial Intelligence was held on February 7–14, 2023 in Washington, D.C., USA. The program chairs were Yiling Chen (Harvard University, USA) and Jennifer Neville (Microsoft Research and Purdue University, USA).
The AAAI-23 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, exhibit programs, and two new activities: a Bridge Program and a Lab Program. 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. The conference scope included machine learning (deep learning, statistical learning, etc), 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-23 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 colocating with the long-running Innovative Applications of Artificial Intelligence conference (cochaired by Alex Wong, University of Waterloo, Canada, and YuHao Chen, University of Waterloo, Canada). The IAAI papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (cochaired by Marion Neumann, Washington University, USA, Pat Virtue, Carnegie Mellon University, USA, and Michael Guerzhoy, University of Toronto, Canada).
The proceedings have been published in 13 consecutive issues. This issue (volume 37 no. 6) consists of 1,224 pages and one track:
AAAI Technical Track on Machine Learning I
-
AAAI-23 Technical Tracks 7
Vol. 37 No. 7Thirty-Seventh AAAI Conference on Artificial Intelligence
Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence
Thirteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Brian Williams, Yiling Chen, Jennifer Neville
Sponsored by the Association for the Advancement of Artificial Intelligence
February 7–14, 2023, Washington DC, USA.Published by AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN 978-1-57735-880-0 (Online, 13 issue set)The Thirty-Seventh AAAI Conference on Artificial Intelligence was held on February 7–14, 2023 in Washington, D.C., USA. The program chairs were Yiling Chen (Harvard University, USA) and Jennifer Neville (Microsoft Research and Purdue University, USA).
The AAAI-23 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, exhibit programs, and two new activities: a Bridge Program and a Lab Program. 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. The conference scope included machine learning (deep learning, statistical learning, etc), 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-23 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 colocating with the long-running Innovative Applications of Artificial Intelligence conference (cochaired by Alex Wong, University of Waterloo, Canada, and YuHao Chen, University of Waterloo, Canada). The IAAI papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (cochaired by Marion Neumann, Washington University, USA, Pat Virtue, Carnegie Mellon University, USA, and Michael Guerzhoy, University of Toronto, Canada).
The proceedings have been published in 13 consecutive issues. This issue (volume 37 no. 7) consists of 1,214 pages and one track:
AAAI Technical Track on Machine Learning II
-
AAAI-23 Technical Tracks 8
Vol. 37 No. 8Thirty-Seventh AAAI Conference on Artificial Intelligence
Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence
Thirteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Brian Williams, Yiling Chen, Jennifer Neville
Sponsored by the Association for the Advancement of Artificial Intelligence
February 7–14, 2023, Washington DC, USA.Published by AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN 978-1-57735-880-0 (Online, 13 issue set)The Thirty-Seventh AAAI Conference on Artificial Intelligence was held on February 7–14, 2023 in Washington, D.C., USA. The program chairs were Yiling Chen (Harvard University, USA) and Jennifer Neville (Microsoft Research and Purdue University, USA).
The AAAI-23 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, exhibit programs, and two new activities: a Bridge Program and a Lab Program. 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. The conference scope included machine learning (deep learning, statistical learning, etc), 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-23 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 colocating with the long-running Innovative Applications of Artificial Intelligence conference (cochaired by Alex Wong, University of Waterloo, Canada, and YuHao Chen, University of Waterloo, Canada). The IAAI papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (cochaired by Marion Neumann, Washington University, USA, Pat Virtue, Carnegie Mellon University, USA, and Michael Guerzhoy, University of Toronto, Canada).
The proceedings have been published in 13 consecutive issues. This issue (volume 37 no. 8) consists of 1,222 pages and one track:
AAAI Technical Track on Machine Learning III
-
AAAI-23 Technical Tracks 9
Vol. 37 No. 9Thirty-Seventh AAAI Conference on Artificial Intelligence
Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence
Thirteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Brian Williams, Yiling Chen, Jennifer Neville
Sponsored by the Association for the Advancement of Artificial Intelligence
February 7–14, 2023, Washington DC, USA.Published by AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN 978-1-57735-880-0 (Online, 13 issue set)The Thirty-Seventh AAAI Conference on Artificial Intelligence was held on February 7–14, 2023 in Washington, D.C., USA. The program chairs were Yiling Chen (Harvard University, USA) and Jennifer Neville (Microsoft Research and Purdue University, USA).
The AAAI-23 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, exhibit programs, and two new activities: a Bridge Program and a Lab Program. 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. The conference scope included machine learning (deep learning, statistical learning, etc), 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-23 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 colocating with the long-running Innovative Applications of Artificial Intelligence conference (cochaired by Alex Wong, University of Waterloo, Canada, and YuHao Chen, University of Waterloo, Canada). The IAAI papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (cochaired by Marion Neumann, Washington University, USA, Pat Virtue, Carnegie Mellon University, USA, and Michael Guerzhoy, University of Toronto, Canada).
The proceedings have been published in 13 consecutive issues. This issue (volume 37 no. 9) consists of 1,218 pages and one track:
AAAI Technical Track on Machine Learning IV
-
AAAI-23 Technical Tracks 10
Vol. 37 No. 10Thirty-Seventh AAAI Conference on Artificial Intelligence
Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence
Thirteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Brian Williams, Yiling Chen, Jennifer Neville
Sponsored by the Association for the Advancement of Artificial Intelligence
February 7–14, 2023, Washington DC, USA.Published by AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN 978-1-57735-880-0 (Online, 13 issue set)The Thirty-Seventh AAAI Conference on Artificial Intelligence was held on February 7–14, 2023 in Washington, D.C., USA. The program chairs were Yiling Chen (Harvard University, USA) and Jennifer Neville (Microsoft Research and Purdue University, USA).
The AAAI-23 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, exhibit programs, and two new activities: a Bridge Program and a Lab Program. 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. The conference scope included machine learning (deep learning, statistical learning, etc), 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-23 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 colocating with the long-running Innovative Applications of Artificial Intelligence conference (cochaired by Alex Wong, University of Waterloo, Canada, and YuHao Chen, University of Waterloo, Canada). The IAAI papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (cochaired by Marion Neumann, Washington University, USA, Pat Virtue, Carnegie Mellon University, USA, and Michael Guerzhoy, University of Toronto, Canada).
The proceedings have been published in 13 consecutive issues. This issue (volume 37 no. 10) consists of 1,010 pages and five tracks:
AAAI Technical Track on Multiagent Systems
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-23 Technical Tracks 11
Vol. 37 No. 11Thirty-Seventh AAAI Conference on Artificial Intelligence
Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence
Thirteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Brian Williams, Yiling Chen, Jennifer Neville
Sponsored by the Association for the Advancement of Artificial Intelligence
February 7–14, 2023, Washington DC, USA.Published by AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN 978-1-57735-880-0 (Online, 13 issue set)The Thirty-Seventh AAAI Conference on Artificial Intelligence was held on February 7–14, 2023 in Washington, D.C., USA. The program chairs were Yiling Chen (Harvard University, USA) and Jennifer Neville (Microsoft Research and Purdue University, USA).
The AAAI-23 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, exhibit programs, and two new activities: a Bridge Program and a Lab Program. 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. The conference scope included machine learning (deep learning, statistical learning, etc), 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-23 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 colocating with the long-running Innovative Applications of Artificial Intelligence conference (cochaired by Alex Wong, University of Waterloo, Canada, and YuHao Chen, University of Waterloo, Canada). The IAAI papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (cochaired by Marion Neumann, Washington University, USA, Pat Virtue, Carnegie Mellon University, USA, and Michael Guerzhoy, University of Toronto, Canada).
The proceedings have been published in 13 consecutive issues. This issue (volume 37 no. 11) consists of 1,556 pages and one track:
AAAI Technical Track on Speech & Natural Language Processing
-
AAAI-23 Special Tracks
Vol. 37 No. 12Thirty-Seventh AAAI Conference on Artificial Intelligence
Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence
Thirteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Brian Williams, Yiling Chen, Jennifer Neville
Sponsored by the Association for the Advancement of Artificial Intelligence
February 7–14, 2023, Washington DC, USA.Published by AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN 978-1-57735-880-0 (Online, 13 issue set)The Thirty-Seventh AAAI Conference on Artificial Intelligence was held on February 7–14, 2023 in Washington, D.C., USA. The program chairs were Yiling Chen (Harvard University, USA) and Jennifer Neville (Microsoft Research and Purdue University, USA).
The AAAI-23 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, exhibit programs, and two new activities: a Bridge Program and a Lab Program. 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. The conference scope included machine learning (deep learning, statistical learning, etc), 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-23 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 colocating with the long-running Innovative Applications of Artificial Intelligence conference (cochaired by Alex Wong, University of Waterloo, Canada, and YuHao Chen, University of Waterloo, Canada). The IAAI papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (cochaired by Marion Neumann, Washington University, USA, Pat Virtue, Carnegie Mellon University, USA, and Michael Guerzhoy, University of Toronto, Canada).
The proceedings have been published in 13 consecutive issues. This issue (volume 37 no. 12) consists of 1,266 pages and two tracks:
AAAI Special Track on AI for Social Impact
AAAI Special Track on Safe and Robust AI -
AAAI-23 Special Programs, IAAI-23, EAAI-23, Student Papers and Demonstrations
Vol. 37 No. 13Thirty-Seventh AAAI Conference on Artificial Intelligence
Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence
Thirteenth Symposium on Educational Advances in Artificial Intelligence
Edited by Brian Williams, Yiling Chen, Jennifer Neville
Sponsored by the Association for the Advancement of Artificial Intelligence
February 7–14, 2023, Washington DC, USA.Published by AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN 978-1-57735-880-0 (Online, 13 issue set)The Thirty-Seventh AAAI Conference on Artificial Intelligence was held on February 7–14, 2023 in Washington, D.C., USA. The program chairs were Yiling Chen (Harvard University, USA) and Jennifer Neville (Microsoft Research and Purdue University, USA).
The AAAI-23 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, exhibit programs, and two new activities: a Bridge Program and a Lab Program. 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. The conference scope included machine learning (deep learning, statistical learning, etc), 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-23 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 colocating with the long-running Innovative Applications of Artificial Intelligence conference (cochaired by Alex Wong, University of Waterloo, Canada, and YuHao Chen, University of Waterloo, Canada). The IAAI papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (cochaired by Marion Neumann, Washington University, USA, Pat Virtue, Carnegie Mellon University, USA, and Michael Guerzhoy, University of Toronto, Canada).
The proceedings have been published in 13 consecutive issues. This issue (volume 37 no. 13) consists of 1,146 pages and sixteen tracks:
Senior Member Presentation: Blue Sky Papers Senior Member Presentation: Bridge Papers Senior Member Presentation: Summary Papers New Faculty Highlights IAAI Technical Track on deployed Highly Innovative Applications of AI IAAI Technical Track on emerging Applications of AI IAAI Technical Track on Innovative Tools for Enabling AI Application IAAI Technical Track on nnovative Inter-disciplinary AI Integration EAAI Symposium: Main Track EAAI Symposium: AI for Education EAAI Symposium: Resources for Teaching AI in K-12 EAAI Symposium: Human-Aware AI in Sound and Music EAAI Symposium: Model AI Assignment Abstracts AAAI Doctoral Consortium Track AAAI Student Abstract and Poster Program Demonstrations
-
AAAI-22 Technical Tracks 1
Vol. 36 No. 1Thirty-Sixth AAAI Conference on Artificial Intelligence
Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence
The Twelveth Symposium on Educational Advances in Artificial Intelligence
Sponsored by the Association for the Advancement of Artificial Intelligence
February 22–March 1, 2022, held virtually.Published by AAAI Press, Palo Alto, California USA
Copyright © 2022, Association for the Advancement of Artificial Intelligence
1900 Embarcadero Road, Suite 101, Palo Alto, California 94303
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-876-7 (11 issue set)
ISBN-13: 978-1-57735-876-3 (11 issue set)The Thirty-Sixth AAAI Conference on Artificial Intelligence was held virtually from February 22-March 1, 2022. The conference program cochairs were Vasant Honavar (Pennsylvania State University, USA) and Matthijs Spaan (Delft University of Technology, Netherlands).
The AAAI-22 program consisted of a diverse technical track, student abstracts, poster sessions, invited speakers, tutorials, workshops, and exhibit and competition programs. Additionally, the program included a special track on AI for Social Impact, recognizing that high-quality research on social impact domains often leads to papers that differ from traditional AAAI submissions along multiple dimensions. The conference was colocated with the Thirty-Fourth Innovative Applications of Artificial Intelligence Conference (cochaired by Mark Boddy, Adventium Labs, USA, and Meinolf Sellmann, Shopify, USA). The IAAI conference traditionally consists of case studies of deployed applications with measurable benefits whose value depends on the use of AI technology, as well as emerging applications, which discuss efforts to apply AI tools, techniques, or methods to real world problems. The IAAI papers are included in these proceedings. Also included are the papers from the Twelfth AAAI Symposium on Educational Advances in Artificial Intelligence (cochaired by Michael Guerzhoy, University of Toronto, Canada, and Marion Neumann, Washington University in St. Louis, USA). The EAAI conference invites a broad range of papers on teaching AI and teaching with AI framed as research papers or as experience reports.
The proceedings have been published in 11 consecutive issues. This issue (volume 36 no. 1) consists of 1217 pages and two tracks:
AAAI Technical Track on Cognitive Modeling & Cognitive Systems
AAAI Technical Track on Computer Vision I -
AAAI-22 Technical Tracks 2
Vol. 36 No. 2Thirty-Sixth AAAI Conference on Artificial Intelligence
Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence
The Twelveth Symposium on Educational Advances in Artificial Intelligence
Sponsored by the Association for the Advancement of Artificial Intelligence
February 22–March 1, 2022, held virtually.Published by AAAI Press, Palo Alto, California USA
Copyright © 2022, Association for the Advancement of Artificial Intelligence
1900 Embarcadero Road, Suite 101, Palo Alto, California 94303
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-876-7 (11 issue set)
ISBN-13: 978-1-57735-876-3 (11 issue set)The Thirty-Sixth AAAI Conference on Artificial Intelligence was held virtually from February 22-March 1, 2022. The conference program cochairs were Vasant Honavar (Pennsylvania State University, USA) and Matthijs Spaan (Delft University of Technology, Netherlands).
The AAAI-22 program consisted of a diverse technical track, student abstracts, poster sessions, invited speakers, tutorials, workshops, and exhibit and competition programs. Additionally, the program included a special track on AI for Social Impact, recognizing that high-quality research on social impact domains often leads to papers that differ from traditional AAAI submissions along multiple dimensions. The conference was colocated with the Thirty-Fourth Innovative Applications of Artificial Intelligence Conference (cochaired by Mark Boddy, Adventium Labs, USA, and Meinolf Sellmann, Shopify, USA). The IAAI conference traditionally consists of case studies of deployed applications with measurable benefits whose value depends on the use of AI technology, as well as emerging applications, which discuss efforts to apply AI tools, techniques, or methods to real world problems. The IAAI papers are included in these proceedings. Also included are the papers from the Twelfth AAAI Symposium on Educational Advances in Artificial Intelligence (cochaired by Michael Guerzhoy, University of Toronto, Canada, and Marion Neumann, Washington University in St. Louis, USA). The EAAI conference invites a broad range of papers on teaching AI and teaching with AI framed as research papers or as experience reports.
The proceedings have been published in 11 consecutive issues. This issue (volume 36 no. 2) consists of 1221 pages and one track:
AAAI Technical Track on Computer Vision II
-
AAAI-22 Technical Tracks 3
Vol. 36 No. 3Thirty-Sixth AAAI Conference on Artificial Intelligence
Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence
The Twelveth Symposium on Educational Advances in Artificial Intelligence
Sponsored by the Association for the Advancement of Artificial Intelligence
February 22–March 1, 2022, held virtually.Published by AAAI Press, Palo Alto, California USA
Copyright © 2022, Association for the Advancement of Artificial Intelligence
1900 Embarcadero Road, Suite 101, Palo Alto, California 94303
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-876-7 (11 issue set)
ISBN-13: 978-1-57735-876-3 (11 issue set)The Thirty-Sixth AAAI Conference on Artificial Intelligence was held virtually from February 22-March 1, 2022. The conference program cochairs were Vasant Honavar (Pennsylvania State University, USA) and Matthijs Spaan (Delft University of Technology, Netherlands).
The AAAI-22 program consisted of a diverse technical track, student abstracts, poster sessions, invited speakers, tutorials, workshops, and exhibit and competition programs. Additionally, the program included a special track on AI for Social Impact, recognizing that high-quality research on social impact domains often leads to papers that differ from traditional AAAI submissions along multiple dimensions. The conference was colocated with the Thirty-Fourth Innovative Applications of Artificial Intelligence Conference (cochaired by Mark Boddy, Adventium Labs, USA, and Meinolf Sellmann, Shopify, USA). The IAAI conference traditionally consists of case studies of deployed applications with measurable benefits whose value depends on the use of AI technology, as well as emerging applications, which discuss efforts to apply AI tools, techniques, or methods to real world problems. The IAAI papers are included in these proceedings. Also included are the papers from the Twelfth AAAI Symposium on Educational Advances in Artificial Intelligence (cochaired by Michael Guerzhoy, University of Toronto, Canada, and Marion Neumann, Washington University in St. Louis, USA). The EAAI conference invites a broad range of papers on teaching AI and teaching with AI framed as research papers or as experience reports.
The proceedings have been published in 11 consecutive issues. This issue (volume 36 no. 3) consists of 1231 pages and one track:
AAAI Technical Track on Computer Vision III
-
AAAI-22 Technical Tracks 4
Vol. 36 No. 4Thirty-Sixth AAAI Conference on Artificial Intelligence
Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence
The Twelveth Symposium on Educational Advances in Artificial Intelligence
Sponsored by the Association for the Advancement of Artificial Intelligence
February 22–March 1, 2022, held virtually.Published by AAAI Press, Palo Alto, California USA
Copyright © 2022, Association for the Advancement of Artificial Intelligence
1900 Embarcadero Road, Suite 101, Palo Alto, California 94303
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-876-7 (11 issue set)
ISBN-13: 978-1-57735-876-3 (11 issue set)The Thirty-Sixth AAAI Conference on Artificial Intelligence was held virtually from February 22-March 1, 2022. The conference program cochairs were Vasant Honavar (Pennsylvania State University, USA) and Matthijs Spaan (Delft University of Technology, Netherlands).
The AAAI-22 program consisted of a diverse technical track, student abstracts, poster sessions, invited speakers, tutorials, workshops, and exhibit and competition programs. Additionally, the program included a special track on AI for Social Impact, recognizing that high-quality research on social impact domains often leads to papers that differ from traditional AAAI submissions along multiple dimensions. The conference was colocated with the Thirty-Fourth Innovative Applications of Artificial Intelligence Conference (cochaired by Mark Boddy, Adventium Labs, USA, and Meinolf Sellmann, Shopify, USA). The IAAI conference traditionally consists of case studies of deployed applications with measurable benefits whose value depends on the use of AI technology, as well as emerging applications, which discuss efforts to apply AI tools, techniques, or methods to real world problems. The IAAI papers are included in these proceedings. Also included are the papers from the Twelfth AAAI Symposium on Educational Advances in Artificial Intelligence (cochaired by Michael Guerzhoy, University of Toronto, Canada, and Marion Neumann, Washington University in St. Louis, USA). The EAAI conference invites a broad range of papers on teaching AI and teaching with AI framed as research papers or as experience reports.
The proceedings have been published in 11 consecutive issues. This issue (volume 36 no. 4) consists of 1072 pages and three tracks:
AAAI Technical Track on Constraint Satisfaction and Optimization
AAAI Technical Track on Data Mining & Knowledge Management
AAAI Technical Track on Domain(s) of Application -
AAAI-22 Technical Tracks 5
Vol. 36 No. 5Thirty-Sixth AAAI Conference on Artificial Intelligence
Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence
The Twelveth Symposium on Educational Advances in Artificial Intelligence
Sponsored by the Association for the Advancement of Artificial Intelligence
February 22–March 1, 2022, held virtually.Published by AAAI Press, Palo Alto, California USA
Copyright © 2022, Association for the Advancement of Artificial Intelligence
1900 Embarcadero Road, Suite 101, Palo Alto, California 94303
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-876-7 (11 issue set)
ISBN-13: 978-1-57735-876-3 (11 issue set)The Thirty-Sixth AAAI Conference on Artificial Intelligence was held virtually from February 22-March 1, 2022. The conference program cochairs were Vasant Honavar (Pennsylvania State University, USA) and Matthijs Spaan (Delft University of Technology, Netherlands).
The AAAI-22 program consisted of a diverse technical track, student abstracts, poster sessions, invited speakers, tutorials, workshops, and exhibit and competition programs. Additionally, the program included a special track on AI for Social Impact, recognizing that high-quality research on social impact domains often leads to papers that differ from traditional AAAI submissions along multiple dimensions. The conference was colocated with the Thirty-Fourth Innovative Applications of Artificial Intelligence Conference (cochaired by Mark Boddy, Adventium Labs, USA, and Meinolf Sellmann, Shopify, USA). The IAAI conference traditionally consists of case studies of deployed applications with measurable benefits whose value depends on the use of AI technology, as well as emerging applications, which discuss efforts to apply AI tools, techniques, or methods to real world problems. The IAAI papers are included in these proceedings. Also included are the papers from the Twelfth AAAI Symposium on Educational Advances in Artificial Intelligence (cochaired by Michael Guerzhoy, University of Toronto, Canada, and Marion Neumann, Washington University in St. Louis, USA). The EAAI conference invites a broad range of papers on teaching AI and teaching with AI framed as research papers or as experience reports.
The proceedings have been published in 11 consecutive issues. This issue (volume 36 no. 5) consists of 1215 pages and four tracks:
AAAI Technical Track on Game Theory and Economic Paradigms
AAAI Technical Track on Humans and AI
AAAI Technical Track on Intelligent Robotics
AAAI Technical Track on Knowledge Representation and Reasoning -
AAAI-22 Technical Tracks 6
Vol. 36 No. 6Thirty-Sixth AAAI Conference on Artificial Intelligence
Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence
The Twelveth Symposium on Educational Advances in Artificial Intelligence
Sponsored by the Association for the Advancement of Artificial Intelligence
February 22–March 1, 2022, held virtually.Published by AAAI Press, Palo Alto, California USA
Copyright © 2022, Association for the Advancement of Artificial Intelligence
1900 Embarcadero Road, Suite 101, Palo Alto, California 94303
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-876-7 (11 issue set)
ISBN-13: 978-1-57735-876-3 (11 issue set)The Thirty-Sixth AAAI Conference on Artificial Intelligence was held virtually from February 22-March 1, 2022. The conference program cochairs were Vasant Honavar (Pennsylvania State University, USA) and Matthijs Spaan (Delft University of Technology, Netherlands).
The AAAI-22 program consisted of a diverse technical track, student abstracts, poster sessions, invited speakers, tutorials, workshops, and exhibit and competition programs. Additionally, the program included a special track on AI for Social Impact, recognizing that high-quality research on social impact domains often leads to papers that differ from traditional AAAI submissions along multiple dimensions. The conference was colocated with the Thirty-Fourth Innovative Applications of Artificial Intelligence Conference (cochaired by Mark Boddy, Adventium Labs, USA, and Meinolf Sellmann, Shopify, USA). The IAAI conference traditionally consists of case studies of deployed applications with measurable benefits whose value depends on the use of AI technology, as well as emerging applications, which discuss efforts to apply AI tools, techniques, or methods to real world problems. The IAAI papers are included in these proceedings. Also included are the papers from the Twelfth AAAI Symposium on Educational Advances in Artificial Intelligence (cochaired by Michael Guerzhoy, University of Toronto, Canada, and Marion Neumann, Washington University in St. Louis, USA). The EAAI conference invites a broad range of papers on teaching AI and teaching with AI framed as research papers or as experience reports.
The proceedings have been published in 11 consecutive issues. This issue (volume 36 no. 6) consists of 1110 pages and one tracks:
AAAI Technical Track on Machine Learning I
-
AAAI-22 Technical Tracks 7
Vol. 36 No. 7Thirty-Sixth AAAI Conference on Artificial Intelligence
Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence
The Twelveth Symposium on Educational Advances in Artificial Intelligence
Sponsored by the Association for the Advancement of Artificial Intelligence
February 22–March 1, 2022, held virtually.Published by AAAI Press, Palo Alto, California USA
Copyright © 2022, Association for the Advancement of Artificial Intelligence
1900 Embarcadero Road, Suite 101, Palo Alto, California 94303
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-876-7 (11 issue set)
ISBN-13: 978-1-57735-876-3 (11 issue set)The Thirty-Sixth AAAI Conference on Artificial Intelligence was held virtually from February 22-March 1, 2022. The conference program cochairs were Vasant Honavar (Pennsylvania State University, USA) and Matthijs Spaan (Delft University of Technology, Netherlands).
The AAAI-22 program consisted of a diverse technical track, student abstracts, poster sessions, invited speakers, tutorials, workshops, and exhibit and competition programs. Additionally, the program included a special track on AI for Social Impact, recognizing that high-quality research on social impact domains often leads to papers that differ from traditional AAAI submissions along multiple dimensions. The conference was colocated with the Thirty-Fourth Innovative Applications of Artificial Intelligence Conference (cochaired by Mark Boddy, Adventium Labs, USA, and Meinolf Sellmann, Shopify, USA). The IAAI conference traditionally consists of case studies of deployed applications with measurable benefits whose value depends on the use of AI technology, as well as emerging applications, which discuss efforts to apply AI tools, techniques, or methods to real world problems. The IAAI papers are included in these proceedings. Also included are the papers from the Twelfth AAAI Symposium on Educational Advances in Artificial Intelligence (cochaired by Michael Guerzhoy, University of Toronto, Canada, and Marion Neumann, Washington University in St. Louis, USA). The EAAI conference invites a broad range of papers on teaching AI and teaching with AI framed as research papers or as experience reports.
The proceedings have been published in 11 consecutive issues. This issue (volume 36 no. 7) consists of 1110 pages and one track:
AAAI Technical Track on Machine Learning II
-
AAAI-22 Technical Tracks 8
Vol. 36 No. 8Thirty-Sixth AAAI Conference on Artificial Intelligence
Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence
The Twelveth Symposium on Educational Advances in Artificial Intelligence
Sponsored by the Association for the Advancement of Artificial Intelligence
February 22–March 1, 2022, held virtually.Published by AAAI Press, Palo Alto, California USA
Copyright © 2022, Association for the Advancement of Artificial Intelligence
1900 Embarcadero Road, Suite 101, Palo Alto, California 94303
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-876-7 (11 issue set)
ISBN-13: 978-1-57735-876-3 (11 issue set)The Thirty-Sixth AAAI Conference on Artificial Intelligence was held virtually from February 22-March 1, 2022. The conference program cochairs were Vasant Honavar (Pennsylvania State University, USA) and Matthijs Spaan (Delft University of Technology, Netherlands).
The AAAI-22 program consisted of a diverse technical track, student abstracts, poster sessions, invited speakers, tutorials, workshops, and exhibit and competition programs. Additionally, the program included a special track on AI for Social Impact, recognizing that high-quality research on social impact domains often leads to papers that differ from traditional AAAI submissions along multiple dimensions. The conference was colocated with the Thirty-Fourth Innovative Applications of Artificial Intelligence Conference (cochaired by Mark Boddy, Adventium Labs, USA, and Meinolf Sellmann, Shopify, USA). The IAAI conference traditionally consists of case studies of deployed applications with measurable benefits whose value depends on the use of AI technology, as well as emerging applications, which discuss efforts to apply AI tools, techniques, or methods to real world problems. The IAAI papers are included in these proceedings. Also included are the papers from the Twelfth AAAI Symposium on Educational Advances in Artificial Intelligence (cochaired by Michael Guerzhoy, University of Toronto, Canada, and Marion Neumann, Washington University in St. Louis, USA). The EAAI conference invites a broad range of papers on teaching AI and teaching with AI framed as research papers or as experience reports.
The proceedings have been published in 11 consecutive issues. This issue (volume 36 no. 8) consists of 1108 pages and one track:
AAAI Technical Track on Machine Learning III
-
AAAI-22 Technical Tracks 9
Vol. 36 No. 9Thirty-Sixth AAAI Conference on Artificial Intelligence
Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence
The Twelveth Symposium on Educational Advances in Artificial Intelligence
Sponsored by the Association for the Advancement of Artificial Intelligence
February 22–March 1, 2022, held virtually.Published by AAAI Press, Palo Alto, California USA
Copyright © 2022, Association for the Advancement of Artificial Intelligence
1900 Embarcadero Road, Suite 101, Palo Alto, California 94303
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-876-7 (11 issue set)
ISBN-13: 978-1-57735-876-3 (11 issue set)The Thirty-Sixth AAAI Conference on Artificial Intelligence was held virtually from February 22-March 1, 2022. The conference program cochairs were Vasant Honavar (Pennsylvania State University, USA) and Matthijs Spaan (Delft University of Technology, Netherlands).
The AAAI-22 program consisted of a diverse technical track, student abstracts, poster sessions, invited speakers, tutorials, workshops, and exhibit and competition programs. Additionally, the program included a special track on AI for Social Impact, recognizing that high-quality research on social impact domains often leads to papers that differ from traditional AAAI submissions along multiple dimensions. The conference was colocated with the Thirty-Fourth Innovative Applications of Artificial Intelligence Conference (cochaired by Mark Boddy, Adventium Labs, USA, and Meinolf Sellmann, Shopify, USA). The IAAI conference traditionally consists of case studies of deployed applications with measurable benefits whose value depends on the use of AI technology, as well as emerging applications, which discuss efforts to apply AI tools, techniques, or methods to real world problems. The IAAI papers are included in these proceedings. Also included are the papers from the Twelfth AAAI Symposium on Educational Advances in Artificial Intelligence (cochaired by Michael Guerzhoy, University of Toronto, Canada, and Marion Neumann, Washington University in St. Louis, USA). The EAAI conference invites a broad range of papers on teaching AI and teaching with AI framed as research papers or as experience reports.
The proceedings have been published in 11 consecutive issues. This issue (volume 36 no. 9) consists of 1131 pages and five tracks:
AAAI Technical Track on Multiagent Systems
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-22 Technical Tracks 10
Vol. 36 No. 10Thirty-Sixth AAAI Conference on Artificial Intelligence
Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence
The Twelveth Symposium on Educational Advances in Artificial Intelligence
Sponsored by the Association for the Advancement of Artificial Intelligence
February 22–March 1, 2022, held virtually.Published by AAAI Press, Palo Alto, California USA
Copyright © 2022, Association for the Advancement of Artificial Intelligence
1900 Embarcadero Road, Suite 101, Palo Alto, California 94303
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-876-7 (11 issue set)
ISBN-13: 978-1-57735-876-3 (11 issue set)The Thirty-Sixth AAAI Conference on Artificial Intelligence was held virtually from February 22-March 1, 2022. The conference program cochairs were Vasant Honavar (Pennsylvania State University, USA) and Matthijs Spaan (Delft University of Technology, Netherlands).
The AAAI-22 program consisted of a diverse technical track, student abstracts, poster sessions, invited speakers, tutorials, workshops, and exhibit and competition programs. Additionally, the program included a special track on AI for Social Impact, recognizing that high-quality research on social impact domains often leads to papers that differ from traditional AAAI submissions along multiple dimensions. The conference was colocated with the Thirty-Fourth Innovative Applications of Artificial Intelligence Conference (cochaired by Mark Boddy, Adventium Labs, USA, and Meinolf Sellmann, Shopify, USA). The IAAI conference traditionally consists of case studies of deployed applications with measurable benefits whose value depends on the use of AI technology, as well as emerging applications, which discuss efforts to apply AI tools, techniques, or methods to real world problems. The IAAI papers are included in these proceedings. Also included are the papers from the Twelfth AAAI Symposium on Educational Advances in Artificial Intelligence (cochaired by Michael Guerzhoy, University of Toronto, Canada, and Marion Neumann, Washington University in St. Louis, USA). The EAAI conference invites a broad range of papers on teaching AI and teaching with AI framed as research papers or as experience reports.
The proceedings have been published in 11 consecutive issues. This issue (volume 36 no. 10) consists of 1374 pages and one track:
AAAI Technical Track on Speech & Natural Language Processing
-
IAAI-22, EAAI-22, AAAI-22 Special Programs and Special Track, Student Papers and Demonstrations
Vol. 36 No. 11Thirty-Sixth AAAI Conference on Artificial Intelligence
Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence
The Twelveth Symposium on Educational Advances in Artificial Intelligence
Sponsored by the Association for the Advancement of Artificial Intelligence
February 22–March 1, 2022, held virtually.Published by AAAI Press, Palo Alto, California USA
Copyright © 2022, Association for the Advancement of Artificial Intelligence
1900 Embarcadero Road, Suite 101, Palo Alto, California 94303
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN-10: 1-57735-876-7 (11 issue set)
ISBN-13: 978-1-57735-876-3 (11 issue set)The Thirty-Sixth AAAI Conference on Artificial Intelligence was held virtually from February 22-March 1, 2022. The conference program cochairs were Vasant Honavar (Pennsylvania State University, USA) and Matthijs Spaan (Delft University of Technology, Netherlands).
The AAAI-22 program consisted of a diverse technical track, student abstracts, poster sessions, invited speakers, tutorials, workshops, and exhibit and competition programs. Additionally, the program included a special track on AI for Social Impact, recognizing that high-quality research on social impact domains often leads to papers that differ from traditional AAAI submissions along multiple dimensions. The conference was colocated with the Thirty-Fourth Innovative Applications of Artificial Intelligence Conference (cochaired by Mark Boddy, Adventium Labs, USA, and Meinolf Sellmann, Shopify, USA). The IAAI conference traditionally consists of case studies of deployed applications with measurable benefits whose value depends on the use of AI technology, as well as emerging applications, which discuss efforts to apply AI tools, techniques, or methods to real world problems. The IAAI papers are included in these proceedings. Also included are the papers from the Twelfth AAAI Symposium on Educational Advances in Artificial Intelligence (cochaired by Michael Guerzhoy, University of Toronto, Canada, and Marion Neumann, Washington University in St. Louis, USA). The EAAI conference invites a broad range of papers on teaching AI and teaching with AI framed as research papers or as experience reports.
The proceedings have been published in 11 consecutive issues. This issue (volume 36 no. 11) consists of 1448 pages and fifteen tracks:
AAAI Special Track on AI for Social Impact
Senior Member Presentation: Blue Sky Papers
Senior Member Presentation: Summary Papers
IAAI Technical Track on Highly Innovative Applications of AI
IAAI Technical Track on Emerging Applications of AI
IAAI Technical Track on Innovative Tools for Enabling AI Application
IAAI Technical Track on AI Integration
EAAI Symposium: Full Papers
EAAI Symposium: Lightning Talk
EAAI Symposium: Model AI Assignment Abstracts
The Twenty - Seventh AAAI / SIGAI Doctoral Consortium
AAAI Student abstract and Poster Program
AAAI Undergraduate Consortium
AAAI Demonstration Track -
AAAI-21 Technical Tracks 1
Vol. 35 No. 1The Thirty-Fifth AAAI Conference on Artificial Intelligence
The Thirty-Third Conference on Innovative Applications of Artificial Intelligence
The Eleventh Symposium on Educational Advances in Artificial Intelligence
Sponsored by the Association for the Advancement of Artificial Intelligence
February 2–9, 2021, held virtually.Published by AAAI Press, Palo Alto, California USA
Copyright © 2021, Association for the Advancement of Artificial Intelligence
All Rights Reserved
ISSN 2374-3468 (Online)
ISSN 2159-5399 (Print)
ISBN 978-1-57735-866-4 (18 issue set)The Thirty-Fifth AAAI Conference on Artificial Intelligence was held virtually from February 2–9, 2021. The conference program cochairs were Kevin Leyton-Brown (University of British Columbia, Canada)and Mausam (Indian Institute of Technology Delhi, India.
The surge in public interest in AI technologies, which we have witnessed over the past few years, continued to accelerate in 2020–2021, with the societal and economic impact of AI becoming a central point of public and government discussion worldwide. AAAI-21 again saw submissions and attendance numbers that were records in the history of the AAAI series of conferences and continued its tradition of attracting top-quality papers from all areas of AI. We were excited to see increases in submissions across almost all areas.
The AAAI-21 program consisted of a core technical program of original research presentations, including a special track on AI for social impact. It additionally featured a broad range of tutorials, workshops, invited talks, panels, student abstracts, demonstrations, and presentations by senior members. Included in this year's proceedings for the first time are papers from the newly founded AAAI Undergraduate Consortium. The conference also continued its tradition of colocating with the long-running Innovative Applications of Artificial Intelligence conference (cochaired by Neil Yorke-Smith, TU Delft, Netherlands, and Meinolf Sellmann, General Electric, USA). The IAAI papers are included in this proceedings. Also included are the papers from the Symposium on Educational Advances in Artificial Intelligence (cochaired by Lisa Torre, St. Lawrence University, USA and Michael Guerzhoy, Princeton University, USA).
The proceedings have been published in 18 consecutive issues. This issue (volume 35 no. 1) consists of 868 pages and two tracks:
AAAI Technical Track on Application Domains
AAAI Technical Track on Cognitive Modeling and Cognitive Systems
