JAIR 2022
118 papers
A Few Queries Go a Long Way: Information-Distortion Tradeoffs in Matching
Georgios Amanatidis, Georgios Birmpas, Aris Filos-Ratsikas, Alexandros A. Voudouris A Logic-Based Explanation Generation Framework for Classical and Hybrid Planning Problems
Stylianos Loukas Vasileiou, William Yeoh, Tran Cao Son, Ashwin Kumar, Michael Cashmore, Daniele Magazzeni A Metric Space for Point Process Excitations
Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan A Survey of Methods for Automated Algorithm Configuration
Elias Schede, Jasmin Brandt, Alexander Tornede, Marcel Wever, Viktor Bengs, Eyke Hüllermeier, Kevin Tierney Admissibility in Probabilistic Argumentation
Nikolai Käfer, Christel Baier, Martin Diller, Clemens Dubslaff, Sarah Alice Gaggl, Holger Hermanns Altruistic Hedonic Games
Anna Maria Kerkmann, Nhan-Tam Nguyen, Anja Rey, Lisa Rey, Jörg Rothe, Lena Schend, Alessandra Wiechers Automated Dynamic Algorithm Configuration
Steven Adriaensen, André Biedenkapp, Gresa Shala, Noor H. Awad, Theresa Eimer, Marius Lindauer, Frank Hutter 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 Can We Automate Scientific Reviewing?
Weizhe Yuan, Pengfei Liu, Graham Neubig Classical Planning in Deep Latent Space
Masataro Asai, Hiroshi Kajino, Alex Fukunaga, Christian Muise Constraint Solving Approaches to the Business-to-Business Meeting Scheduling Problem
Miquel Bofill, Jordi Coll, Marc Garcia, Jesús Giráldez-Cru, Gilles Pesant, Josep Suy, Mateu Villaret Core Challenges in Embodied Vision-Language Planning
Jonathan Francis, Nariaki Kitamura, Felix Labelle, Xiaopeng Lu, Ingrid Navarro, Jean Oh Data-Driven Revision of Conditional Norms in Multi-Agent Systems
Davide Dell'Anna, Natasha Alechina, Fabiano Dalpiaz, Mehdi Dastani, Brian Logan Evolutionary Dynamics and Phi-Regret Minimization in Games
Georgios Piliouras, Mark Rowland, Shayegan Omidshafiei, Romuald Elie, Daniel Hennes, Jerome T. Connor, Karl Tuyls Fair Division of Indivisible Goods for a Class of Concave Valuations
Bhaskar Ray Chaudhury, Yun Kuen Cheung, Jugal Garg, Naveen Garg, Martin Hoefer, Kurt Mehlhorn Fair in the Eyes of Others
Parham Shams, Aurélie Beynier, Sylvain Bouveret, Nicolas Maudet Fairness in Influence Maximization Through Randomization
Ruben Becker, Gianlorenzo D'Angelo, Sajjad Ghobadi, Hugo Gilbert Fast Adaptive Non-Monotone Submodular Maximization Subject to a Knapsack Constraint
Georgios Amanatidis, Federico Fusco, Philip Lazos, Stefano Leonardi, Rebecca Reiffenhäuser First-Order Rewritability and Complexity of Two-Dimensional Temporal Ontology-Mediated Queries
Alessandro Artale, Roman Kontchakov, Alisa Kovtunova, Vladislav Ryzhikov, Frank Wolter, Michael Zakharyaschev Flexible FOND Planning with Explicit Fairness Assumptions
Ivan D. Rodriguez, Blai Bonet, Sebastian Sardiña, Hector Geffner Get Out of the BAG! Silos in AI Ethics Education: Unsupervised Topic Modeling Analysis of Global AI Curricula
Rana Tallal Javed, Osama Nasir, Melania Borit, Loïs Vanhée, Elias Zea, Shivam Gupta, Ricardo Vinuesa, Junaid Qadir HEBO: An Empirical Study of Assumptions in Bayesian Optimisation
Alexander I. Cowen-Rivers, Wenlong Lyu, Rasul Tutunov, Zhi Wang, Antoine Grosnit, Ryan-Rhys Griffiths, Alexandre Max Maraval, Jianye Hao, Jun Wang, Jan Peters, Haitham Bou-Ammar Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge
Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Inkit Padhi, Mattia Rigotti, Jarret Ross, Yair Schiff, Richard A. Young, Brian Belgodere Incremental Event Calculus for Run-Time Reasoning
Efthimis Tsilionis, Alexander Artikis, Georgios Paliouras Initialization of Feature Selection Search for Classification
María Luque-Rodriguez, José Molina-Baena, Alfonso Jiménez-Vílchez, Antonio Arauzo-Azofra Learning to Design Fair and Private Voting Rules
Farhad Mohsin, Ao Liu, Pin-Yu Chen, Francesca Rossi, Lirong Xia Low-Rank Representation of Reinforcement Learning Policies
Bogdan Mazoure, Thang Doan, Tianyu Li, Vladimir Makarenkov, Joelle Pineau, Doina Precup, Guillaume Rabusseau Metric-Distortion Bounds Under Limited Information
Ioannis Anagnostides, Dimitris Fotakis, Panagiotis Patsilinakos Multi-Agent Advisor Q-Learning
Sriram Ganapathi Subramanian, Matthew E. Taylor, Kate Larson, Mark Crowley Multi-Agent Path Finding: A New Boolean Encoding
Roberto Javier Asín Achá, Rodrigo López, Sebastián Hagedorn, Jorge A. Baier Multiobjective Tree-Structured Parzen Estimator
Yoshihiko Ozaki, Yuki Tanigaki, Shuhei Watanabe, Masahiro Nomura, Masaki Onishi Neural Character-Level Syntactic Parsing for Chinese
Zuchao Li, Junru Zhou, Hai Zhao, Zhisong Zhang, Haonan Li, Yuqi Ju Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning
Erkut Erdem, Menekse Kuyu, Semih Yagcioglu, Anette Frank, Letitia Parcalabescu, Barbara Plank, Andrii Babii, Oleksii Turuta, Aykut Erdem, Iacer Calixto, Elena Lloret, Elena Simona Apostol, Ciprian-Octavian Truica, Branislava Sandrih, Sanda Martincic-Ipsic, Gábor Berend, Albert Gatt, Grazina Korvel On the Tractability of SHAP Explanations
Guy Van den Broeck, Anton Lykov, Maximilian Schleich, Dan Suciu Ordinal Maximin Share Approximation for Goods
Hadi Hosseini, Andrew Searns, Erel Segal-Halevi Path Counting for Grid-Based Navigation
Rhys Goldstein, Kean Walmsley, Jacobo Bibliowicz, Alexander Tessier, Simon Breslav, Azam Khan Pricing Problems with Buyer Preselection
Vittorio Bilò, Michele Flammini, Gianpiero Monaco, Luca Moscardelli Proactive Dynamic Distributed Constraint Optimization Problems
Khoi D. Hoang, Ferdinando Fioretto, Ping Hou, William Yeoh, Makoto Yokoo, Roie Zivan Proofs and Certificates for Max-SAT
Matthieu Py, Mohamed Sami Cherif, Djamal Habet Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning
Rodrigo Toro Icarte, Toryn Q. Klassen, Richard Anthony Valenzano, Sheila A. McIlraith Scalable Online Planning for Multi-Agent MDPs
Shushman Choudhury, Jayesh K. Gupta, Peter Morales, Mykel J. Kochenderfer Strategy Graphs for Influence Diagrams
Eric A. Hansen, Jinchuan Shi, James Kastrantas The LM-Cut Heuristic Family for Optimal Numeric Planning with Simple Conditions
Ryo Kuroiwa, Alexander Shleyfman, Chiara Piacentini, Margarita P. Castro, J. Christopher Beck Threshold Treewidth and Hypertree Width
Robert Ganian, André Schidler, Manuel Sorge, Stefan Szeider