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Journal of Artificial Intelligence Research
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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. 84 (2025)
Published: 2025-09-02
Articles
EPINN: Enhanced Physics-Informed Neural Network for Solving Continuous Integral Equations
Zhiyuan Ren, Shijie Zhou, Dong Liu, Qihe Liu
Implicit Safe Set Algorithm for Provably Safe Reinforcement Learning
Weiye Zhao, Feihan Li, Tairan He, Changliu Liu
Towards a Robust Persistence Diagram via Data-dependent Kernel
Hang Zhang, Kaifeng Zhang, Kai Ming Ting, Ye Zhu
Mechanisms of Symbol Processing for In-Context Learning in Transformer Networks
Paul Smolensky, Roland Fernandez, Zhenghao Herbert Zhou, Mattia Opper, Adam Davies, Jianfeng Gao
Scaling Safe Policy Improvement: Monte Carlo Tree Search and Policy Iteration Strategies
Federico Bianchi, Alberto Castellini, Edoardo Zorzi, Thiago D. Simão, Matthijs T. J. Spaan, Alessandro Farinelli
Prioritised Planning: Completeness, Optimality, and Complexity
Jonathan Morag, Yue Zhang, Daniel Koyfman, Zhe Chen, Ariel Felner, Daniel Harabor, Roni Stern
Improving Label Error Detection and Elimination with Uncertainty Quantification
Johannes Jakubik, Michael Vössing, Manil Maskey, Christopher Wölfle, Gerhard Satzger
Regret Analysis for Randomized Gaussian Process Upper Confidence Bound
Shion Takeno, Yu Inatsu, Masayuki Karasuyama
On the Equivalence between Logic Programs and Bipolar Argumentation Frameworks
João Alcântara, Renan Cordeiro
Generating Streamlining Constraints with Large Language Models
Florentina Voboril, Vaidyanathan Peruvemba Ramaswamy, Stefan Szeider
Causal Graphs and Fairness in Machine Learning: Addressing Practical Challenges in Causal Fairness Evaluation
Lea Cohausz, Jakob Kappenberger, Heiner Stuckenschmidt
Reasoning over Streams of Events with Delayed Effects
Periklis Mantenoglou, Manolis Pitsikalis, Alexander Artikis
Detecting Generative Model Inversion Attacks for Protecting Intellectual Property of Deep Neural Networks
Yiding Yu, Wei Zong, Wenjing Su, Yang-Wai Chow, Willy Susilo
Recency-Weighted Temporally-Segmented Ensemble for Time Series Modeling
Pål V. B. Johnsen, Eivind Bøhn, Sølve Eidnes, Filippo Remonato, Signe Riemer-Sørensen
Banal Deception and Human-AI Ecosystems: A Study of People’s Perceptions of LLM-generated Deceptive Behaviour
Xiao Zhan, Yifan Xu, Noura Abdi, Joe Collenette , Stefan Sarkadi
Finding Minimal Plan Reductions Using Classical Planning
Mauricio Salerno, Raquel Fuentetaja, Jendrik Seipp
Thousands of AI Authors on the Future of AI
Katja Grace, Julia Fabienne Sandkühler, Harlan Stewart, Benjamin Weinstein-Raun, Stephen Thomas, Zach Stein-Perlman, John Salvatier, Jan Brauner, Richard C. Korzekwa
Graph Collaborative Filtering Model Combining Time Factor and Attention Mechanism
Xianglin Zuo, Xin He, Tianhao Jia, Ying Wang
On a Simple Hedonic Game with Graph-Restricted Communication
Vittorio Bilò, Laurent Gourvès, Jérôme Monnot
Correct Explanations and How to Define Them: Properties and Metrics for Measuring Correctness of Three Forms of ML Model Input/Output Behaviour Explanations
Vandita Singh, Kristijonas Cyras, Muhammad Zain Akram, Rafia Inam
Optimal Decision Trees for Interpretable and Constrained Clustering
Pouya Shati, Yuliang Song, Eldan Cohen, Sheila A. McIlraith
On Generating Monolithic and Model Reconciling Explanations in Probabilistic Scenarios
Stylianos Loukas Vasileiou, William Yeoh, Alessandro Previti, Tran Cao Son
Viewpoint: The Future of Human-Centric Explainable Artificial Intelligence (XAI) is not Post-Hoc Explanations
Vinitra Swamy, Jibril Frej, Tanja Käser
A Graphical Formalism for Reasoning about Substitution in Resource Transforming Procedures
Antonis Bikakis, Fabio Aurelio D'Asaro, Aissatou Diallo, Luke Dickens, Anthony Hunter, Rob Miller