JAIR

Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods

Kathleen C. Fraser, Hillary Dawkins, Svetlana Kiritchenko

Journal ref Journal of Artificial Intelligence Research Vol. 82 (2025) 2233-2278

Comparison of SAT-based and ASP-based Algorithms for Inconsistency Measurement

Isabelle Kuhlmann, Anna Gessler, Vivien Laszlo, Matthias Thimm

Journal ref Journal of Artificial Intelligence Research 82 (2025) 563-685

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

Alexey Karev, Dong Xu

Journal ref Journal of Artificial Intelligence Research 82 (2025) 1325-1347

Empirical Game-Theoretic Analysis: A Survey

Michael P. Wellman, Karl Tuyls, Amy Greenwald

Comments 60 pages, 16 figures

Journal ref Journal of Artificial Intelligence Research 82:1017-1076, 2025

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

Comments 36 pages

Journal ref Journal of Artificial Intelligence Research (JAIR), vol 82 (2025), pp 937-972

Understanding Sample Generation Strategies for Learning Heuristic Functions in Classical Planning

R. V. Bettker, P. P. Minini, A. G. Pereira, M. Ritt

Comments 29 pages

Journal ref Journal of Artificial Intelligence Research, 80, 243-271 (2024)

Confidence-based Estimators for Predictive Performance in Model Monitoring

Juhani Kivimäki, Jakub Białek, Jukka K. Nurminen, Wojtek Kuberski

Comments This version corresponds to the final published version in JAIR. The published article is available at [https://doi.org/10.1613/jair.1.16709]

Journal ref Journal of Artificial Intelligence Research, vol. 82, pp. 209-240, 2025

Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems

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

Journal ref Journal of Artificial Intelligence Research 82 (2025) 819-850

PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime

Andrés R. Masegosa, Luis A. Ortega

Comments 60 pages, 12 figures, published at JAIR 2025

Journal ref Journal of Artificial Intelligence Research 82 (2025) 503-562

From Principles to Practice: A Deep Dive into AI Ethics and Regulations

Nan Sun, Yuantian Miao, Hao Jiang, Ming Ding, Jun Zhang

Comments Submitted to JAIR

AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions

Jakob Schoeffer, Johannes Jakubik, Michael Voessing, Niklas Kuehl, Gerhard Satzger

Journal ref Journal of Artificial Intelligence Research 82 (2025) 471-501

Human Activity Recognition in an Open World

Derek S. Prijatelj, Samuel Grieggs, Jin Huang, Dawei Du, Ameya Shringi, Christopher Funk, Adam Kaufman, Eric Robertson, Walter J. Scheirer

Comments 37 pages, 16 figures, 3 tables. Published in JAIR 81 on Dec 20, 2024. All author affiliations are from during the paper's original funded work. Updated info and current emails are provided in this version's first page

Journal ref Journal of Artificial Intelligence Research 81 (December 20, 2024) 935-71

On Convex Optimal Value Functions For POSGs

Rafael F. Cunha, Jacopo Castellini, Johan Peralez, Jilles S. Dibangoye

Comments Currently under review at JAIR

Towards Robust Offline-to-Online Reinforcement Learning via Uncertainty and Smoothness

Xiaoyu Wen, Xudong Yu, Rui Yang, Haoyuan Chen, Chenjia Bai, Zhen Wang

Comments This paper has been accepted by Journal of Artificial Intelligence Research (JAIR). arXiv admin note: text overlap with arXiv:2306.06871 by other authors

Journal ref Journal of Artificial Intelligence Research, vol. 81, pp. 481-509, 2024

How To Discover Short, Shorter, and the Shortest Proofs of Unsatisfiability: A Branch-and-Bound Approach for Resolution Proof Length Minimization

Konstantin Sidorov, Koos van der Linden, Gonçalo Homem de Almeida Correia, Mathijs de Weerdt, Emir Demirović

Comments 42 pages, 16 figures, 8 tables, submitted to Journal of Artificial Intelligence Research

Expected $1.x$-Makespan-Optimal MAPF on Grids in Low-Poly Time

Teng Guo, Jingjin Yu

Comments arXiv admin note: substantial text overlap with arXiv:2201.08976

Journal ref Journal of Artificial Intelligence Research, vol. 81, pages 443-479, 2024

Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge

Pierre Dognin, Igor Melnyk, Youssef Mroueh, Inkit Padhi, Mattia Rigotti, Jarret Ross, Yair Schiff, Richard A. Young, Brian Belgodere

Comments In submission to JAIR

Inverting Cryptographic Hash Functions via Cube-and-Conquer

Oleg Zaikin

Comments 41 pages, 11 figures. A revised version accepted to JAIR

Journal ref J. Artif. Intell. Res. Vol. 81 (2024)

Potential-Based Intrinsic Motivation: Preserving Optimality With Complex, Non-Markovian Shaping Rewards

Grant C. Forbes, Leonardo Villalobos-Arias, Jianxun Wang, Arnav Jhala, David L. Roberts

Comments To be submit to joint AIJ-JAIR special track for award-winning papers. arXiv admin note: substantial text overlap with arXiv:2402.07411

Understanding What Affects the Generalization Gap in Visual Reinforcement Learning: Theory and Empirical Evidence

Jiafei Lyu, Le Wan, Xiu Li, Zongqing Lu

Comments Accepted by Journal of Artificial Intelligence Research (JAIR)

Enhancing Fairness and Performance in Machine Learning Models: A Multi-Task Learning Approach with Monte-Carlo Dropout and Pareto Optimality

Khadija Zanna, Akane Sano

Comments Under review at Journal of Artificial Intelligence Research

Proof Theory and Decision Procedures for Deontic STIT Logics

Tim S. Lyon, Kees van Berkel

Comments Preprint; published in the Journal of Artificial Intelligence Research 2024

The State of Computer Vision Research in Africa

Abdul-Hakeem Omotayo, Ashery Mbilinyi, Lukman Ismaila, Houcemeddine Turki, Mahmoud Abdien, Karim Gamal, Idriss Tondji, Yvan Pimi, Naome A. Etori, Marwa M. Matar, Clifford Broni-Bediako, Abigail Oppong, Mai Gamal, Eman Ehab, Gbetondji Dovonon, Zainab Akinjobi, Daniel Ajisafe, Oluwabukola G. Adegboro, Mennatullah Siam

Comments Community Work of Ro'ya Grassroots, https://ro-ya-cv4africa.github.io/homepage/. Published in JAIR,. arXiv admin note: text overlap with arXiv:2305.06773

Journal ref JAIR 2024

Scalable Distributed Algorithms for Size-Constrained Submodular Maximization in the MapReduce and Adaptive Complexity Models

Yixin Chen, Tonmoy Dey, Alan Kuhnle

Journal ref Journal of Artificial Intelligence Research 80 (2024): 1575-1622

Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities

Jayanta Mandi, James Kotary, Senne Berden, Maxime Mulamba, Victor Bucarey, Tias Guns, Ferdinando Fioretto

Comments Experimental Survey and Benchmarking

Journal ref Journal of Artificial Intelligence Research 81 (2024) 1623-1701

Methods for Recovering Conditional Independence Graphs: A Survey

Harsh Shrivastava, Urszula Chajewska

Journal ref Journal of Artificial Intelligence Research 80 (2024) 593-612

On Centralized Critics in Multi-Agent Reinforcement Learning

Xueguang Lyu, Andrea Baisero, Yuchen Xiao, Brett Daley, Christopher Amato

Journal ref Journal of Artificial Intelligence Research 77 (2023): 295-354

Probabilities of the Third Type: Statistical Relational Learning and Reasoning with Relative Frequencies

Felix Weitkämper

Comments 30 pages

Journal ref Journal of Artificial Intelligence Research 80 (2024) 1407-1436

Mixed Fair Division: A Survey

Shengxin Liu, Xinhang Lu, Mashbat Suzuki, Toby Walsh

Comments Appears in the 38th AAAI Conference on Artificial Intelligence (AAAI), Senior Member Presentation Track, 2024

Journal ref Journal of Artificial Intelligence Research (JAIR), 80:1373-1406, 2024

A Hybrid Intelligence Method for Argument Mining

Michiel van der Meer, Enrico Liscio, Catholijn M. Jonker, Aske Plaat, Piek Vossen, Pradeep K. Murukannaiah

Comments Published in JAIR

Journal ref Journal of Artificial Intelligence Research (JAIR), 80:1187-1222, 2024