Journal of Artificial Intelligence Research

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. 82 (2025)

Published: 2025-01-06

Design and Effects of Co-Learning in Human-AI Teams

Karel van den Bosch, Emma M. Van Zoelen, Tjeerd A.J. Schoonderwoerd, Anthia Solaki, Birgit Van der Stigchel, Ivana Akrum

1445-1493

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An Extensive Empirical Evaluation of Inferring Preconditions and Effects of Compound Tasks in Ground HTN Planning Problems

Conny Olz, Alexander Lodemann, Benedikt Jutz, Mario Schmautz, Maximilian Borowiec, Susanne Biundo, Pascal Bercher

1407-1444

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Symbolic Search for Cost-Optimal Planning with Expressive Model Extensions

David Speck, Jendrik Seipp, Alvaro Torralba

1349–1405

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ConSCompF: Consistency-focused Similarity Comparison Framework for Generative Large Language Models

Alexey Karev, Dong Xu

1325-1347

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Laplace-HDC: Understanding the Geometry of Binary Hyperdimensional Computing

Saeid Pourmand, Wyatt D. Whiting, Alireza Aghasi, Nicholas F. Marshall

1293-1323

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Improving Mutual Information Based Feature Selection by Boosting Unique Relevance

Shiyu Liu, Mehul Motani

1267-1292

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Semantic Alignment of Malicious Question Based on Contrastive Semantic Networks and Data Augmentation

Xinyan Wang, Jinshuo Liu, Juan Deng, Meng Wang, Qian Deng, Youcheng Yan, Lina Wang, Yunsong Ma, Jeff Z. Pan

1243-1266

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A Framework for Belief-based Programs and Their Verification

Daxin Liu, Gerhard Lakemeyer

1205-1242

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Rumor Detection with Adaptive Data Augmentation and Adversarial Training

Ying Wang, Fuyuan Ma, Zhaoqi Yang, Yaodi Zhu, Bo Yang, Pengfei Shen, Lei Yun

1175-1204

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Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model

Chuyuan Wei, Ke Duan, Shengda Zhuo, Hongchun Wang, Shuqiang Huang, Jie Liu

1147-1173

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Control by Adding or Deleting Edges in Graph-Restricted Weighted Voting Games

Joanna Kaczmarek, Jörg Rothe, Nimrod Talmon

1077–1145

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Empirical Game Theoretic Analysis: A Survey

Michael P. Wellman, Karl Tuyls, Amy Greenwald

1017-1076

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A New Literature Review of 3D Object Detection on Autonomous Driving

Peng Zhang, Xin Li, Xin Lin, Liang He

973-1015

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Promoting the Responsible Development of Speech Datasets for Mental Health and Neurological Disorders Research

Eleonora Mancini, Ana Tanevska, Andrea Galassi, Alessio Galatolo, Federico Ruggeri, Paolo Torroni

937-972

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A Query-Based Constraint Acquisition Approach for Enhanced Precision in Program Precondition Inference

Grégoire Menguy, Sébastien Bardin, Arnaud Gotlieb, Nadjib Lazaar

901-936

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Efficient Ontology-Mediated Query Answering: Extending DL-liteR and Linear ELH

Mirko M. Dimartino, Peter T. Wood, Andrea Cali, Alexandra Poulovassilis

851-899

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Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems

Enrico Liscio, Luciano C. Siebert, Catholijn M. Jonker, Pradeep K. Murukannaiah

819-850

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Reasoning about Decidability of Strategic Logics with Imperfect Information and Perfect Recall Strategies

Davide Catta, Angelo Ferrando, Vadim Malvone

777-817

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Against The Achilles' Heel: A Survey on Red Teaming for Generative Models

Lizhi Lin, Honglin Mu, Zenan Zhai, Minghan Wang, Yuxia Wang, Renxi Wang, Junjie Gao, Yixuan Zhang, Wanxiang Che, Timothy Baldwin, Xudong Han, Haonan Li

687-775

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