JAIR

Robust Control for Dynamical Systems With Non-Gaussian Noise via Formal Abstractions

Thom Badings, Licio Romao, Alessandro Abate, David Parker, Hasan A. Poonawala, Marielle Stoelinga, Nils Jansen

Comments To appear in the Journal of Artificial Intelligence Research (JAIR). arXiv admin note: text overlap with arXiv:2110.12662

Journal ref Journal of Artificial Intelligence Research (JAIR) 76 (2023) 341-391

Favoring Eagerness for Remaining Items: Designing Efficient, Fair, and Strategyproof Mechanisms

Xiaoxi Guo, Sujoy Sikdar, Lirong Xia, Yongzhi Cao, Hanpin Wang

Journal ref Journal of Artificial Intelligence Research 76 (2023) 287-339

A Survey of Zero-shot Generalisation in Deep Reinforcement Learning

Robert Kirk, Amy Zhang, Edward Grefenstette, Tim Rocktäschel

Comments JAIR version. Added formal definitions of ZSPT and related concepts, JAIR formatting, other small rewrites; https://www.jair.org/index.php/jair/article/view/14174

Journal ref Journal of Artificial Intelligence Research (JAIR), 76:201-264, 2023

The Complexity of Network Satisfaction Problems for Symmetric Relation Algebras with a Flexible Atom

Manuel Bodirsky, Simon Knäuer

Comments 32 pages, 2 figures

Journal ref Journal of Artificial Intelligence Research (JAIR), 75, 2022

Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework

Evana Gizzi, Lakshmi Nair, Sonia Chernova, Jivko Sinapov

Comments 46 pages (including appendix), 17 figures, under submission at Journal of Artificial Intelligence Research (JAIR)

Journal ref Journal of Artificial Intelligence Research 2022

Fair Allocation based on Diminishing Differences

Erel Segal-Halevi, Haris Aziz, Avinatan Hassidim

Comments Revised version, based on very helpful suggestions of JAIR referees. Gaps in some proofs were filled, more experiments were done, and more

Journal ref Journal of Artificial Intelligence Research 2020

Five Properties of Specific Curiosity You Didn't Know Curious Machines Should Have

Nadia M. Ady, Roshan Shariff, Johannes Günther, Patrick M. Pilarski

Comments Submitted to the Journal of Artificial Intelligence Research (JAIR)

Planted Dense Subgraphs in Dense Random Graphs Can Be Recovered using Graph-based Machine Learning

Itay Levinas, Yoram Louzoun

Journal ref Journal of Artificial Intelligence Research 75 (2022) 541-568

Computational Short Cuts in Infinite Domain Constraint Satisfaction

Peter Jonsson, Victor Lagerkvist, Sebastian Ordyniak

Journal ref Journal of Artificial Intelligence Research. 75 (2022)

Towards Continual Reinforcement Learning: A Review and Perspectives

Khimya Khetarpal, Matthew Riemer, Irina Rish, Doina Precup

Comments Journal of Artificial Intelligence Research (JAIR)

DeepSym: Deep Symbol Generation and Rule Learning from Unsupervised Continuous Robot Interaction for Planning

Alper Ahmetoglu, M. Yunus Seker, Justus Piater, Erhan Oztop, Emre Ugur

Comments To appear in JAIR

EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models

Cédric Colas, Boris Hejblum, Sébastien Rouillon, Rodolphe Thiébaut, Pierre-Yves Oudeyer, Clément Moulin-Frier, Mélanie Prague

Journal ref Journal of Artificial Intelligence Research-2021

First-Order Rewritability and Complexity of Two-Dimensional Temporal Ontology-Mediated Queries

Alessandro Artale, Roman Kontchakov, Alisa Kovtunova, Vladislav Ryzhikov, Frank Wolter, Michael Zakharyaschev

Comments Accepted for JAIR

Threshold Treewidth and Hypertree Width

Andre Schidler, Robert Ganian, Manuel Sorge, Stefan Szeider

Comments 24 pages, 4 figures. An extended abstract appeared at IJCAI 2020. A full version appeared in the Journal of Artificial Intelligence Research

Journal ref Journal of Artificial Intelligence Research, 74:1687-1713, 2022

A Survey of Methods for Automated Algorithm Configuration

Elias Schede, Jasmin Brandt, Alexander Tornede, Marcel Wever, Viktor Bengs, Eyke Hüllermeier, Kevin Tierney

Journal ref Journal of Artificial Intelligence Research (JAIR) 75 (2022) 425-487

On Efficient Reinforcement Learning for Full-length Game of StarCraft II

Ruo-Ze Liu, Zhen-Jia Pang, Zhou-Yu Meng, Wenhai Wang, Yang Yu, Tong Lu

Comments 48 pages,21 figures

Journal ref JAIR, 75 (2022), 213-260

Optimally Deceiving a Learning Leader in Stackelberg Games

Georgios Birmpas, Jiarui Gan, Alexandros Hollender, Francisco J. Marmolejo-Cossío, Ninad Rajgopal, Alexandros A. Voudouris

Journal ref Journal of Artificial Intelligence Research, 72:507-531 (2021)

Efficient Learning of Interpretable Classification Rules

Bishwamittra Ghosh, Dmitry Malioutov, Kuldeep S. Meel

Comments 41 Pages, Published in JAIR Vol. 74 (2022)

Journal ref JAIR Vol. 74 (2022)

The Computational Complexity of ReLU Network Training Parameterized by Data Dimensionality

Vincent Froese, Christoph Hertrich, Rolf Niedermeier

Journal ref Journal of Artificial Intelligence Research 74 (2022): 1775-1790

Confident Learning: Estimating Uncertainty in Dataset Labels

Curtis G. Northcutt, Lu Jiang, Isaac L. Chuang

Comments Published in Journal of Artificial Intelligence Research (JAIR)

Journal ref Journal of Artificial Intelligence Research (JAIR) (2021)

CoLLIE: Continual Learning of Language Grounding from Language-Image Embeddings

Gabriel Skantze, Bram Willemsen

Comments Published in Journal of Artificial Intelligence Research (JAIR)

Journal ref Journal of Artificial Intelligence Research (JAIR), 2022, vol. 74, pp. 1201-1223

Learning Bayesian Networks Under Sparsity Constraints: A Parameterized Complexity Analysis

Niels Grüttemeier, Christian Komusiewicz

Comments 42 pages

Journal ref Journal of Artificial Intelligence Research (JAIR), 74:1225-1267, 2022

Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features

Taha Belkhouja, Janardhan Rao Doppa

Comments Published at Journal of Artificial Intelligence Research

Journal ref Journal of Artificial Intelligence Research, 73, 1435-1471, 2022

Supervised Visual Attention for Simultaneous Multimodal Machine Translation

Veneta Haralampieva, Ozan Caglayan, Lucia Specia

Comments Accepted to Journal of Artificial Intelligence Research (JAIR)

Journal ref Journal of Artificial Intelligence Research 74 (2022) 1059-1089

Flexible FOND Planning with Explicit Fairness Assumptions

Ivan D. Rodriguez, Blai Bonet, Sebastian Sardina, Hector Geffner

Comments Extended version of ICAPS-21 paper

Journal ref Journal of Artificial Intelligence Research 2022

Classical Planning in Deep Latent Space

Masataro Asai, Hiroshi Kajino, Alex Fukunaga, Christian Muise

Comments Accepted in Journal of Artificial Intelligence Research (JAIR)

Adaptive Greedy versus Non-adaptive Greedy for Influence Maximization

Wei Chen, Binghui Peng, Grant Schoenebeck, Biaoshuai Tao

Comments 26 pages, 0 figure, accepted at JAIR'22: Journal of Artificial Intelligence Research 74 (2022) 303-351; A short version of this paper was accepted at AAAI'20: Thirty-Fourth AAAI Conference on Artificial Intelligence

Journal ref Journal of Artificial Intelligence Research 2022, Vol. 74, Page 303-351; Proceedings of the AAAI Conference on Artificial Intelligence 2020, Vol. 34 No. 01, Page 590-597

Automated Reinforcement Learning (AutoRL): A Survey and Open Problems

Jack Parker-Holder, Raghu Rajan, Xingyou Song, André Biedenkapp, Yingjie Miao, Theresa Eimer, Baohe Zhang, Vu Nguyen, Roberto Calandra, Aleksandra Faust, Frank Hutter, Marius Lindauer

Comments Published in JAIR. Co-first authors and co-last authors are listed in alphabetical order

Journal ref Journal of Artificial Intelligence Research 74 (2022) 517-568

Ordinal Maximin Share Approximation for Goods

Hadi Hosseini, Andrew Searns, Erel Segal-Halevi

Comments Accepted to JAIR

Journal ref Journal of Artificial Intelligence Research (JAIR), 74:353-391, 2022. https://jair.org/index.php/jair/article/view/13317

HEBO Pushing The Limits of Sample-Efficient Hyperparameter Optimisation

Alexander I. Cowen-Rivers, Wenlong Lyu, Rasul Tutunov, Zhi Wang, Antoine Grosnit, Ryan Rhys Griffiths, Alexandre Max Maraval, Hao Jianye, Jun Wang, Jan Peters, Haitham Bou Ammar

Comments Accepted at JAIR