JAIR

Core Challenges in Embodied Vision-Language Planning

Jonathan Francis, Nariaki Kitamura, Felix Labelle, Xiaopeng Lu, Ingrid Navarro, Jean Oh

Comments Journal of Artificial Intelligence Research 74 (2022) 459-515

Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches

Lindsay Weinberg

Comments 35 pages

Journal ref Journal of Artificial Intelligence Research 74 (2022): 75-109

DigNet: Digging Clues from Local-Global Interactive Graph for Aspect-level Sentiment Classification

Bowen Xing, Ivor Tsang

Comments submitted to Journal of Artificial Intelligence Research (JAIR)

A Metric Space for Point Process Excitations

Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan

Journal ref Journal of Artificial Intelligence Research 73 (2022) 1323-1353

Out of Context: A New Clue for Context Modeling of Aspect-based Sentiment Analysis

Bowen Xing, Ivor W. Tsang

Comments Accepted by Journal of Artificial Intelligence Research (JAIR) 2022

The Application of Machine Learning Techniques for Predicting Results in Team Sport: A Review

Rory Bunker, Teo Susnjak

Comments 48 pages, 10 figures

Journal ref Journal of Artificial Intelligence Research (Vol. 73 2022) 1285-1322

Predicting Decisions in Language Based Persuasion Games

Reut Apel, Ido Erev, Roi Reichart, Moshe Tennenholtz

Journal ref Apel R, Erev I, Reichart R, Tennenholtz M. Predicting Decisions in Language Based Persuasion Games. Journal of Artificial Intelligence Research. 2022 Mar 31;73:1025-1091

On the Indecisiveness of Kelly-Strategyproof Social Choice Functions

Felix Brandt, Martin Bullinger, Patrick Lederer

Comments Appears in: Proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2021

Journal ref Journal of Artificial Intelligence Research, 73:1093-1130 (2022)

Inductive logic programming at 30: a new introduction

Andrew Cropper, Sebastijan Dumančić

Comments Preprint of a paper accepted for JAIR

Welfare Guarantees in Schelling Segregation

Martin Bullinger, Warut Suksompong, Alexandros A. Voudouris

Comments Appears in the 35th AAAI Conference on Artificial Intelligence (AAAI), 2021

Journal ref Journal of Artificial Intelligence Research, 71:143-174 (2021)

Computational Benefits of Intermediate Rewards for Goal-Reaching Policy Learning

Yuexiang Zhai, Christina Baek, Zhengyuan Zhou, Jiantao Jiao, Yi Ma

Journal ref Journal of Artificial Intelligence Research, 2022, Vol 73

Doubly Robust Crowdsourcing

Chong Liu, Yu-Xiang Wang

Journal ref Journal of Artificial Intelligence Research 73 (2022) 209-229

FFCI: A Framework for Interpretable Automatic Evaluation of Summarization

Fajri Koto, Timothy Baldwin, Jey Han Lau

Comments Accepted at Journal of Artificial Intelligence Research (JAIR 2022)

Fine-Grained Prediction of Political Leaning on Social Media with Unsupervised Deep Learning

Tiziano Fagni, Stefano Cresci

Journal ref Journal of Artificial Intelligence Research 73:633-672, 2022

Some Inapproximability Results of MAP Inference and Exponentiated Determinantal Point Processes

Naoto Ohsaka

Comments 28 pages. This is an extended version of our conference paper presented at AISTATS 2021. Has been accepted for Journal of Artificial Intelligence Research

Journal ref Journal of Artificial Intelligence Research 73 (2022) 709-735

Visually grounded models of spoken language: A survey of datasets, architectures and evaluation techniques

Grzegorz Chrupała

Journal ref Journal of Artificial Intelligence Research 73 (2022) 673-707

A Theoretical Perspective on Hyperdimensional Computing

Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing

Comments Updates with published version

Journal ref Journal of Artificial Intelligence Research 72 (2021): 215-249

Query Answering with Transitive and Linear-Ordered Data

Antoine Amarilli, Michael Benedikt, Pierre Bourhis, Michael Vanden Boom

Comments This article was originally published at JAIR in 2018: https://www.jair.org/index.php/jair/article/view/11240 (DOI 10.1613/jair.1.11240). This version of the paper includes one modification from the publisher version: we fix an incorrect proof for one of our undecidability results (Theorem 6.2). arXiv admin note: substantial text overlap with arXiv:1607.00813

Explainable Decision Making with Lean and Argumentative Explanations

Xiuyi Fan, Francesca Toni

Comments JAIR submission. 74 pages (50 excluding proofs, appendix, and references)

Preferences Single-Peaked on a Tree: Multiwinner Elections and Structural Results

Dominik Peters, Lan Yu, Hau Chan, Edith Elkind

Comments 44 pages, extends works published at AAAI 2016 and IJCAI 2013, published version

Journal ref Journal of Artificial Intelligence Research 73 (2022) 231-276

Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning

Rodrigo Toro Icarte, Toryn Q. Klassen, Richard Valenzano, Sheila A. McIlraith

Journal ref Journal of Artificial Intelligence Research 73 (2022) 173-208

Jointly Learning Environments and Control Policies with Projected Stochastic Gradient Ascent

Adrien Bolland, Ioannis Boukas, Mathias Berger, Damien Ernst

Journal ref Journal of Artificial Intelligence Research 73 (2022) 117-171

Ranking Sets of Objects: The Complexity of Avoiding Impossibility Results

Jan Maly

Journal ref Journal of Artificial Intelligence Research (JAIR), 73: 1-65 (2022)

Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods

Aditya Mogadala, Marimuthu Kalimuthu, Dietrich Klakow

Comments Published at the Journal of Artificial Intelligence Research (JAIR); 135 pages

Journal ref Journal of Artificial Intelligence Research, Vol. 71, 2021

Quantum Mathematics in Artificial Intelligence

Dominic Widdows, Kirsty Kitto, Trevor Cohen

Comments Adding journal reference, recommended by JAIR editors upon publication

Journal ref Journal of Artificial Intelligence Research 72 (2021) 1307-1341

Learning Realistic Patterns from Unrealistic Stimuli: Generalization and Data Anonymization

Konstantinos Nikolaidis, Stein Kristiansen, Thomas Plagemann, Vera Goebel, Knut Liestøl, Mohan Kankanhalli, Gunn Marit Traaen, Britt Øverland, Harriet Akre, Lars Aakerøy, Sigurd Steinshamn

Journal ref Journal of Artificial Intelligence Research 72 (2021): 1163-1214

Steady-State Planning in Expected Reward Multichain MDPs

George K. Atia, Andre Beckus, Ismail Alkhouri, Alvaro Velasquez

Journal ref Journal of Artificial Intelligence Research 72 (2021) 1029-1082

Graph Kernels: A Survey

Giannis Nikolentzos, Giannis Siglidis, Michalis Vazirgiannis

Journal ref Journal of Artificial Intelligence Research (2021), Volume 72, Pages 943-1027

Flexible Bayesian Nonlinear Model Configuration

Aliaksandr Hubin, Geir Storvik, Florian Frommlet

Comments 42 pages; 18 Tables. arXiv admin note: text overlap with arXiv:1806.02160

Journal ref Journal of Artificial Intelligence Research (2021), Volume 72, Pages 901-942

Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization

Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa

Comments Accepted to Journal of Artificial Intelligence Research. arXiv admin note: substantial text overlap with arXiv:2009.05700, arXiv:2009.01721, arXiv:2011.01542

Journal ref Journal of Artificial Intelligence Research 72 (2021):667-715