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• Integrating Acting, Planning, and Learning in Hierarchical Operational Models

  Sunandita Patra, James Mason, Amit Kumar, Malik Ghallab, Paolo Traverso, Dana Nau

  478-487

  2020-06-01

• – D3WA+ – A Case Study of XAIP in a Model Acquisition Task for Dialogue Planning

  Sarath Sreedharan, Tathagata Chakraborti, Christian Muise, Yasaman Khazaeni, Subbarao Kambhampati

  488-497

  2020-06-01

• We Mind Your Well-Being: Preventing Depression in Uncertain Social Networks by Sequential Interventions

  Aye Phyu Phyu Aung, Xinrun Wang, Bo An, Xiaoli Li

  499-507

  2020-06-01

• Learning Sequences of Approximations for Hierarchical Motion Planning

  Martim Brandão, Ioannis Havoutis

  508-516

  2020-06-01

• Imitation Learning over Heterogeneous Agents with Restraining Bolts

  Giuseppe De Giacomo, Marco Favorito, Luca Iocchi, Fabio Patrizi

  517-521

  2020-06-01

• Learning Neural Search Policies for Classical Planning

  Pawel Gomoluch, Dalal Alrajeh, Alessandra Russo, Antonio Bucchiarone

  522-530

  2020-06-01

• Learning Model Parameters for Decentralized Schedule-Driven Traffic Control

  Hsu-Chieh Hu, Stephen F. Smith

  531-539

  2020-06-01

• Symbolic Plans as High-Level Instructions for Reinforcement Learning

  León Illanes, Xi Yan, Rodrigo Toro Icarte, Sheila A. McIlraith

  540-550

  2020-06-01

• Reinforcement Learning for Zone Based Multiagent Pathfinding under Uncertainty

  Jiajing Ling, Tarun Gupta, Akshat Kumar

  551-559

  2020-06-01

• Utilising Uncertainty for Efficient Learning of Likely-Admissible Heuristics

  Ofir Marom, Benjamin Rosman

  560-568

  2020-06-01

• Generating and Exploiting Cost Predictions in Heuristic State-Space Planning

  Francesco Percassi, Alfonso E. Gerevini, Enrico Scala, Ivan Serina, Mauro Vallati

  569-573

  2020-06-01

• Learning Domain-Independent Planning Heuristics with Hypergraph Networks

  William Shen, Felipe Trevizan, Sylvie Thiébaux

  574-584

  2020-06-01

• Guidelines for Action Space Definition in Reinforcement Learning-Based Traffic Signal Control Systems

  Maxime Treca, Julian Garbiso, Dominique Barth

  585-589

  2020-06-01

• Joint Inference of Reward Machines and Policies for Reinforcement Learning

  Zhe Xu, Ivan Gavran, Yousef Ahmad, Rupak Majumdar, Daniel Neider, Ufuk Topcu, Bo Wu

  590-598

  2020-06-01

• Backward Sequence Analysis for Single-Armed Cluster Tools

  Jun-Ho Lee, Hyun-Jung Kim

  269-272

  2019-07-05

• DREAM: An Algorithm for Mitigating the Overhead of Robust Rescheduling

  Jordan R. Abrahams, David A. Chu, Grace Diehl, Marina Knittel, Judy Lin, William Lloyd, James C. Boerkoel Jr, Frank Jeremy

  3-12

  2019-07-05

• Quantifying Degrees of Controllability in Temporal Networks with Uncertainty

  Shyan Akmal, Savana Ammons, Hemeng Li, James C. Boerkoel Jr.

  22-30

  2019-07-05

• Planning under LTL Environment Specifications

  Benjamin Aminof, Giuseppe De Giacomo, Aniello Murano, Sasha Rubin

  31-39

  2019-07-05

• Cyber-Physical Planning: Deliberation for Hybrid Systems with a Continuous Numeric State

  Arthur Bit-Monnot, Luca Pulina, Armando Tacchella

  49-57

  2019-07-05

• Towards a Unified View of AI Planning and Reactive Synthesis

  Alberto Camacho, Meghyn Bienvenu, Sheila A. McIlraith

  58-67

  2019-07-05

• Approximate Gradient Descent Convergence Dynamics for Adaptive Control on Heterogeneous Networks

  Jean Carpentier, Sebastien Blandin

  68-76

  2019-07-05

• Relaxed BDDs: An Admissible Heuristic for Delete-Free Planning Based on a Discrete Relaxation

  Margarita P. Castro, Chiara Piacentini, Andre A. Cire, J. Christopher Beck

  77-85

  2019-07-05

• Explicability? Legibility? Predictability? Transparency? Privacy? Security? The Emerging Landscape of Interpretable Agent Behavior

  Tathagata Chakraborti, Anagha Kulkarni, Sarath Sreedharan, David E. Smith, Subbarao Kambhampati

  86-96

  2019-07-05

• Efficiently Exploring Ordering Problems through Conflict-Directed Search

  Jingkai Chen, Cheng Fang, David Wang, Andrew Wang, Brian Williams

  97-105

  2019-07-05

• Cutting the Size of Compressed Path Databases with Wildcards and Redundant Symbols

  Mattia Chiari, Shizhe Zhao, Adi Botea, Alfonso E. Gerevini, Daniel Harabor, Alessandro Saetti, Matteo Salvetti, Peter J. Stuckey

  106-113

  2019-07-05