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.

Current Issue

Vol. 80 (2024)

Published: 2024-05-10

Articles

On the Convergence of Swap Dynamics to Pareto-Optimal Matchings

Felix Brandt, Anaëlle Wilczynski

1063-1098

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Does CLIP Know My Face?

Dominik Hintersdorf, Lukas Struppek, Manuel Brack, Felix Friedrich, Patrick Schramowski, Kristian Kersting

1033-1062

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Axiomatization of Non-Recursive Aggregates in First-Order Answer Set Programming

Jorge Fandinno, Zachary Hansen, Yuliya Lierler

977-1031

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Unifying SAT-Based Approaches to Maximum Satisfiability Solving

Hannes Ihalainen, Jeremias Berg, Matti Järvisalo

931-976

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Viewpoint: Hybrid Intelligence Supports Application Development for Diabetes Lifestyle Management

Bernd J. W. Dudzik, Jasper S. van der Waa, Pei-Yu Chen, Roel Dobbe, Íñigo M.D.R. de Troya, Roos M. Bakker, Maaike H. T. de Boer, Quirine T.S. Smit, Davide Dell'Anna, Emre Erdogan, Pinar Yolum, Shihan Wang, Selene Baez Santamaria, Lea Krause, Bart A. Kamphorst

919-929

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SAT-based Decision Tree Learning for Large Data Sets

Andre Schidler, Stefan Szeider

875-918

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Individual Fairness, Base Rate Tracking and the Lipschitz Condition

Benjamin Eva

859-873

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Simulating Counterfactuals

Juha Karvanen, Santtu Tikka, Matti Vihola

835-857

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Counting Complexity for Reasoning in Abstract Argumentation

Johannes K. Fichte, Markus Hecher, Arne Meier

805–834

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Robust Average-Reward Reinforcement Learning

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

719-803

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Using Constraint Propagation to Bound Linear Programs

Tomáš Dlask, Tomáš Werner

665-718

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The TOAD System for Totally Ordered HTN Planning

Daniel Höller

613-663

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Methods for Recovering Conditional Independence Graphs: A Survey

Harsh Shrivastava, Urszula Chajewska

593-612

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Best of Both Worlds: Agents with Entitlements

Martin Hoefer, Marco Schmalhofer, Giovanna Varricchio

559-591

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Computing Unsatisfiable Cores for LTLf Specifications

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

517-558

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General Policies, Subgoal Structure, and Planning Width

Blai Bonet, Hector Geffner

475-516

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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

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Exploiting Contextual Target Attributes for Target Sentiment Classification

Bowen Xing, Ivor W. Tsang

419-439

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Similarity-Based Adaptation for Task-Aware and Task-Free Continual Learning

Tameem Adel

377-417

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Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization

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

327-376

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On the Trade-off between Redundancy and Cohesiveness in Extractive Summarization

Ronald Cardenas, Matthias Galle, Shay B. Cohen

273-326

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Understanding Sample Generation Strategies for Learning Heuristic Functions in Classical Planning

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

243-271

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Block Domain Knowledge-Driven Learning of Chain Graphs Structure

Shujing Yang, Fuyuan Cao

209-242

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Expressing and Exploiting Subgoal Structure in Classical Planning Using Sketches

Dominik Drexler, Jendrik Seipp, Hector Geffner

171–208

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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

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Experimental Design of Extractive Question-Answering Systems: Influence of Error Scores and Answer Length

Amer Farea, Frank Emmert-Streib

87-125

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Estimating Agent Skill in Continuous Action Domains

Christopher Archibald, Delma Nieves-Rivera

27-86

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Computing Pareto-Optimal and Almost Envy-Free Allocations of Indivisible Goods

Jugal Garg, Aniket Murhekar

1-25

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