JAIR

A Survey of Algorithms for Black-Box Safety Validation of Cyber-Physical Systems

Anthony Corso, Robert J. Moss, Mark Koren, Ritchie Lee, Mykel J. Kochenderfer

Journal ref Journal of Artificial Intelligence Research, vol. 72, p. 377-428, 2021

On Quantifying Literals in Boolean Logic and Its Applications to Explainable AI

Adnan Darwiche, Pierre Marquis

Comments Published in the Journal of Artificial Intelligence Research (JAIR), volume 72, 2021

Journal ref Journal of Artificial Intelligence Research 72 (2021) 285-328

On the Computational Complexity of Non-dictatorial Aggregation

Lefteris Kirousis, Phokion G. Kolaitis, John Livieratos

Comments 43 pages

Journal ref Journal of Artificial Intelligence Research 72 (2021) 137-183

Set-to-Sequence Methods in Machine Learning: a Review

Mateusz Jurewicz, Leon Strømberg-Derczynski

Comments 46 pages of text, with 10 pages of references. Contains 2 tables and 4 figures. Updated version includes expanded notes on method comparison

Journal ref Journal of Artificial Intelligence Research 71 (2021): 885 - 924

Socially Responsible AI Algorithms: Issues, Purposes, and Challenges

Lu Cheng, Kush R. Varshney, Huan Liu

Comments 45 pages, 8 figures

Journal ref Journal of Artificial Intelligence Research 71 (2021) 1137-1181

Bribery and Control in Stable Marriage

Niclas Boehmer, Robert Bredereck, Klaus Heeger, Rolf Niedermeier

Comments Accepted for publication at the Journal of Artificial Intelligence Research (JAIR)

A Tight Bound for Stochastic Submodular Cover

Lisa Hellerstein, Devorah Kletenik, Srinivasan Parthasarathy

Comments This work extends the result of Srinivasan Parthasarathy in his paper arXiv:1803.07639 from the problem of Stochastic Set Cover to that of Stochastic Submodular Cover

Journal ref Journal of Artificial Intelligence Research 71(2021) 347 - 370

Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective

Svetlana Kiritchenko, Isar Nejadgholi, Kathleen C. Fraser

Comments published in Journal of Artificial Intelligence Research, 71: 431-478, July 2021

An Analysis of Reinforcement Learning for Malaria Control

Ndivhuwo Makondo, Arinze Lawrence Folarin, Simphiwe Nhlahla Zitha, Sekou Lionel Remy

Comments 27 pages including appendix and references. Submitted to the Journal of Artificial Intelligence Research (JAIR)

Playing Codenames with Language Graphs and Word Embeddings

Divya Koyyalagunta, Anna Sun, Rachel Lea Draelos, Cynthia Rudin

Comments Divya Koyyalagunta and Anna Sun contributed equally to this work. This is an arXiv version of the paper that has been accepted for publication in the Journal of Artificial Intelligence Research (JAIR)

Synthesis of Deceptive Strategies in Reachability Games with Action Misperception (Technical Report)

Abhishek N. Kulkarni, Jie Fu

Comments 40 pages, 6 figures, under review Journal of AI Research (JAIR)

Single-Peakedness and Total Unimodularity: New Polynomial-Time Algorithms for Multi-Winner Elections

Dominik Peters

Comments 10 pages, camera-ready version at AAAI-18, superseded by article "Preferences Single-Peaked on a Circle" with Martin Lackner, JAIR 2020

Uncertainty in Soft Temporal Constraint Problems:A General Framework and Controllability Algorithms for the Fuzzy Case

F. Rossi, K. B. Venable, N. Yorke-Smith

Journal ref Journal Of Artificial Intelligence Research, Volume 27, pages 617-674, 2006

Induction and Exploitation of Subgoal Automata for Reinforcement Learning

Daniel Furelos-Blanco, Mark Law, Anders Jonsson, Krysia Broda, Alessandra Russo

Comments Published in the Journal of Artificial Intelligence Research (JAIR)

Journal ref Journal of Artificial Intelligence Research, 70, 1031-1116 (2021)

A Sufficient Statistic for Influence in Structured Multiagent Environments

Frans A. Oliehoek, Stefan Witwicki, Leslie P. Kaelbling

Journal ref Journal of Artificial Intelligence Research, pp. 789-870, AI Access Foundation, Inc., February 2021

Classifier Chains: A Review and Perspectives

Jesse Read, Bernhard Pfahringer, Geoff Holmes, Eibe Frank

Journal ref Journal of Artificial Intelligence Research 70 (2021) 683-718

General Value Function Networks

Matthew Schlegel, Andrew Jacobsen, Zaheer Abbas, Andrew Patterson, Adam White, Martha White

Comments Published in the Journal of Artificial Intelligence Research

Journal ref Journal of Artificial Intelligence Research, 70, 497-543 (2021)

Benchmark and Survey of Automated Machine Learning Frameworks

Marc-André Zöller, Marco F. Huber

Comments Revised version accepted for publication at Journal of Artificial Intelligence Research (JAIR)

Journal ref Journal of Artificial Intelligence Research 70 (2021) 409-472

Learning Temporal Causal Sequence Relationships from Real-Time Time-Series

Antonio Anastasio Bruto da Costa, Pallab Dasgupta

Comments This article appears in the Journal of Artificial Intelligence

Journal ref Journal of Artificial Intelligence Research, Volume 70 (2021) 205-243

A Survey on the Explainability of Supervised Machine Learning

Nadia Burkart, Marco F. Huber

Comments Accepted for publication at the Journal of Artificial Intelligence Research (JAIR)

Journal ref Journal of Artificial Intelligence Research (JAIR), 70:245-317, 2021

Mapping the Landscape of Artificial Intelligence Applications against COVID-19

Joseph Bullock, Alexandra Luccioni, Katherine Hoffmann Pham, Cynthia Sin Nga Lam, Miguel Luengo-Oroz

Comments 39 pages, v2: much larger to reflect the significant increase in the size of the body of literature, v3: uploaded with JAIR page numbers and references

Journal ref Journal of Artificial Intelligence Research 69 (2020) 807-845

Superintelligence cannot be contained: Lessons from Computability Theory

Manuel Alfonseca, Manuel Cebrian, Antonio Fernandez Anta, Lorenzo Coviello, Andres Abeliuk, Iyad Rahwan

Comments 7 pages, 5 figures

Journal ref Journal of Artificial Intelligence Research (JAIR) 70 (2021) 65-76

Bounds on the size of PC and URC formulas

Petr Kučera, Petr Savický

Comments 24 pages, minor corrections and improvements of the text

Journal ref Journal of Artificial Intelligence Research 69 (2020) 1395-1420

Multi-agent Inverse Reinforcement Learning for Certain General-sum Stochastic Games

Xiaomin Lin, Stephen C. Adams, Peter A. Beling

Comments 30 pages

Journal ref Journal of Artificial Intelligence Research 66 (2019), pp 473-502

Learning Interpretable Rules for Multi-label Classification

Eneldo Loza Mencía, Johannes Fürnkranz, Eyke Hüllermeier, Michael Rapp

Comments Preprint version. To appear in: Explainable and Interpretable Models in Computer Vision and Machine Learning. The Springer Series on Challenges in Machine Learning. Springer (2018). See http://www.ke.tu-darmstadt.de/bibtex/publications/show/3077 for further information

Journal ref In Jair Escalante, H., Escalera, S., Guyon, I., Baró, X., Güçlütürk, Y., Güçlü, U., van Gerven, M.A.J. (Eds.) Explainable and Interpretable Models in Computer Vision and Machine Learning, Springer-Verlag, 2018, pp.81-113

Adaptive Stress Testing: Finding Likely Failure Events with Reinforcement Learning

Ritchie Lee, Ole J. Mengshoel, Anshu Saksena, Ryan Gardner, Daniel Genin, Joshua Silbermann, Michael Owen, Mykel J. Kochenderfer

Comments 36 pages, 17 figures, 5 tables

Journal ref Journal of Artificial Intelligence Research (JAIR) 69 (2020) 1165-1201

Qualitative Numeric Planning: Reductions and Complexity

Blai Bonet, Hector Geffner

Journal ref Journal of Artificial Intelligence Research 69 (2020) 923-961

Representing fitness landscapes by valued constraints to understand the complexity of local search

Artem Kaznatcheev, David A. Cohen, Peter G. Jeavons

Comments 26 pages, 9 figures. Extended journal version to appear in Journal of Artificial Intelligence Research; conference version appeared in CP2019

Neural Machine Translation: A Review and Survey

Felix Stahlberg

Comments Extended version of "Neural Machine Translation: A Review" accepted by the Journal of Artificial Intelligence Research (JAIR)

Contiguous Cake Cutting: Hardness Results and Approximation Algorithms

Paul W. Goldberg, Alexandros Hollender, Warut Suksompong

Comments Appears in the 34th AAAI Conference on Artificial Intelligence (AAAI), 2020

Journal ref Journal of Artificial Intelligence Research, 69:109-141 (2020)