The Journal of Artificial Intelligence Research (JAIR) is dedicated to the rapid dissemination of important research results to the global artificial intelligence (AI) community. The journal’s scope encompasses all areas of AI, including agents and multi-agent systems, automated reasoning, constraint processing and search, knowledge representation, machine learning, natural language, planning and scheduling, robotics and vision, and uncertainty in AI.

Vol. 80 (2024)

Published: 2024-05-10

Simulating Counterfactuals

Juha Karvanen, Santtu Tikka, Matti Vihola

835-857

Counting Complexity for Reasoning in Abstract Argumentation

Johannes K. Fichte, Markus Hecher, Arne Meier

805–834

Robust Average-Reward Reinforcement Learning

Yue Wang, Alvaro Velasquez, George Atia, Ashley Prater-Bennette, Shaofeng Zou

719-803

Best of Both Worlds: Agents with Entitlements

Martin Hoefer, Marco Schmalhofer, Giovanna Varricchio

559-591

Computing Unsatisfiable Cores for LTLf Specifications

Marco Roveri, Claudio Di Ciccio, Chiara Di Francescomarino, Chiara Ghidini

517-558

Mitigating Value Hallucination in Dyna-Style Planning via Multistep Predecessor Models

Farzane Aminmansour, Taher Jafferjee, Ehsan Imani, Erin J. Talvitie, Michael Bowling, Martha White

441-473

Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization

Furkan Cantürk, Taha Varol, Reyhan Aydoğan, Okan Örsan Özener

327-376

Understanding Sample Generation Strategies for Learning Heuristic Functions in Classical Planning

Rafael V. Bettker, Pedro P. Minini, André G. Pereira, Marcus Ritt

243-271

Effectiveness of Tree-based Ensembles for Anomaly Discovery: Insights, Batch and Streaming Active Learning

Shubhomoy Das, Md Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa

127-170

Estimating Agent Skill in Continuous Action Domains

Christopher Archibald, Delma Nieves-Rivera

27-86

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