Title
Enabling Rapid Shared Human-AI Mental Model Alignment via the After-Action Review Edward Gu H. Siu Melanie Platt Isabelle Hurley Jaime D. Peña Rohan R. Paleja 51 0 0 25 Mar 2025
OvercookedV2: Rethinking Overcooked for Zero-Shot Coordination Tobias Gessler Tin Dizdarevic Ani Calinescu Benjamin Ellis Andrei Lupu Jakob Foerster 112 1 0 22 Mar 2025
Multi-Agent Actor-Critic with Harmonic Annealing Pruning for Dynamic Spectrum Access Systems George Stamatelis Angelos-Nikolaos Kanatas G. C. Alexandropoulos 73 0 0 19 Mar 2025
A Generalist Hanabi Agent Arjun Vaithilingam Sudhakar Hadi Nekoei Mathieu Reymond Miao Liu Janarthanan Rajendran Sarath Chandar 481 0 0 17 Mar 2025
VolleyBots: A Testbed for Multi-Drone Volleyball Game Combining Motion Control and Strategic Play Zelai Xu Chao Yu Chao Yu Huining Yuan Xiangmin Yi ... Wenhao Tang Yu Wang Wenbo Ding Xiusi Chen Yu Wang 313 0 0 04 Feb 2025
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games Davide Paglieri Bartłomiej Cupiał Samuel Coward Ulyana Piterbarg Maciej Wolczyk ... Lerrel Pinto Rob Fergus Jakob Foerster Jack Parker-Holder Tim Rocktaschel LLMAG LRM 213 22 0 20 Nov 2024
Noisy Zero-Shot Coordination: Breaking The Common Knowledge Assumption In Zero-Shot Coordination Games Usman Anwar Ashish Pandian Jia Wan David M. Krueger Jakob N. Foerster 84 0 0 07 Nov 2024
Constrained Human-AI Cooperation: An Inclusive Embodied Social Intelligence Challenge Weihua Du Qiushi Lyu Jiaming Shan Zhenting Qi Hongxin Zhang ... Andi Peng Tianmin Shu Kwonjoon Lee Behzad Dariush Chuang Gan 118 2 0 04 Nov 2024
Learning to Coordinate without Communication under Incomplete Information Shenghui Chen Shufang Zhu Giuseppe De Giacomo Ufuk Topcu 130 0 0 19 Sep 2024
HOLA-Drone: Hypergraphic Open-ended Learning for Zero-Shot Multi-Drone Cooperative Pursuit Yang Li Dengyu Zhang Junfan Chen Ying Wen Qingrui Zhang Shaoshuai Mou Wei Pan 93 1 0 13 Sep 2024
Cooperative Decision-Making for CAVs at Unsignalized Intersections: A MARL Approach with Attention and Hierarchical Game Priors Jiaqi Liu Peng Hang Xiaoxiang Na Chao Huang Jian Sun 157 10 0 09 Sep 2024
ELO-Rated Sequence Rewards: Advancing Reinforcement Learning Models Qi Ju Falin Hei Zhemei Fang Yunfeng Luo 100 1 0 05 Sep 2024
Learning in Games with Progressive Hiding Benjamin Heymann Marc Lanctot 83 0 0 05 Sep 2024
In-Context Exploiter for Extensive-Form Games Shuxin Li Chang Yang Youzhi Zhang Pengdeng Li Xinrun Wang Xiao Huang Hau Chan Bo An 93 0 0 10 Aug 2024
KnowPC: Knowledge-Driven Programmatic Reinforcement Learning for Zero-shot Coordination Yin Gu Qi Liu Zhi Li Kai Zhang 56 0 0 08 Aug 2024
LiteEFG: An Efficient Python Library for Solving Extensive-form Games Mingyang Liu Gabriele Farina Asuman Ozdaglar 64 2 0 29 Jul 2024
Simplifying Deep Temporal Difference Learning Matteo Gallici Mattie Fellows Benjamin Ellis B. Pou Ivan Masmitja Jakob Foerster Mario Martin OffRL 175 26 0 05 Jul 2024
Efficacy of Language Model Self-Play in Non-Zero-Sum Games Austen Liao Nicholas Tomlin Dan Klein 105 1 0 27 Jun 2024
The Overcooked Generalisation Challenge Constantin Ruhdorfer Matteo Bortoletto Anna Penzkofer Andreas Bulling 116 4 0 25 Jun 2024
A Simple, Solid, and Reproducible Baseline for Bridge Bidding AI Haruka Kita Sotetsu Koyamada Yotaro Yamaguchi Shin Ishii 75 0 0 14 Jun 2024
Mini Honor of Kings: A Lightweight Environment for Multi-Agent Reinforcement Learning Lin Liu Jian Zhao Cheng Hu Zhengtao Cao Youpeng Zhao ... Wenjun Wang Zhaofeng He Houqiang Li Xia Lin Lanxiao Huang OffRL SyDa 87 0 0 06 Jun 2024
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning Wenzhe Li Zihan Ding Seth Karten Chi Jin 111 2 0 04 Jun 2024
PyTAG: Tabletop Games for Multi-Agent Reinforcement Learning Martin Balla G. E. Long J. Goodman Raluca D. Gaina Diego Perez-Liebana OffRL GP 51 1 0 28 May 2024
Human-Agent Cooperation in Games under Incomplete Information through Natural Language Communication Shenghui Chen Daniel Fried Ufuk Topcu LLMAG 90 3 0 23 May 2024
Efficient Multi-agent Reinforcement Learning by Planning Qihan Liu Jianing Ye Xiaoteng Ma Jun Yang Bin Liang Chongjie Zhang 71 6 0 20 May 2024
Configurable Mirror Descent: Towards a Unification of Decision Making Pengdeng Li Shuxin Li Chang Yang Xinrun Wang Shuyue Hu Xiao Huang Hau Chan Bo An 85 1 0 20 May 2024
A Design Trajectory Map of Human-AI Collaborative Reinforcement Learning Systems: Survey and Taxonomy Zhaoxing Li 59 2 0 16 May 2024
Harmonizing Human Insights and AI Precision: Hand in Hand for Advancing Knowledge Graph Task Shurong Wang Yufei Zhang Xuliang Huang Hongwei Wang 43 0 0 15 May 2024
Designing Skill-Compatible AI: Methodologies and Frameworks in Chess Karim Hamade Reid McIlroy-Young Siddhartha Sen Jon M. Kleinberg Ashton Anderson 51 6 0 08 May 2024
Imitation Learning: A Survey of Learning Methods, Environments and Metrics Nathan Gavenski Odinaldo Rodrigues Michael Luck 79 134 0 30 Apr 2024
COMBO: Compositional World Models for Embodied Multi-Agent Cooperation Hongxin Zhang Zeyuan Wang Qiushi Lyu Zheyuan Zhang Sunli Chen Tianmin Shu Yilun Du Kwonjoon Lee Yilun Du Chuang Gan 169 18 0 16 Apr 2024
Laser Learning Environment: A new environment for coordination-critical multi-agent tasks Yannick Molinghen Raphael Avalos Mark Van Achter A. Nowé Tom Lenaerts 49 0 0 04 Apr 2024
Human-compatible driving partners through data-regularized self-play reinforcement learning Daphne Cornelisse Eugene Vinitsky 87 6 0 28 Mar 2024
Sharing the Cost of Success: A Game for Evaluating and Learning Collaborative Multi-Agent Instruction Giving and Following Policies P. Sadler Sherzod Hakimov David Schlangen LLMAG 63 3 0 26 Mar 2024
Cooperative Bayesian Optimization for Imperfect Agents Ali Khoshvishkaie P. Mikkola Pierre-Alexandre Murena Samuel Kaski 34 4 0 07 Mar 2024
Understanding Iterative Combinatorial Auction Designs via Multi-Agent Reinforcement Learning G. dÉon N. Newman Kevin Leyton-Brown 54 0 0 29 Feb 2024
Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning Michael T. Matthews Michael Beukman Benjamin Ellis Mikayel Samvelyan Matthew Jackson Samuel Coward Jakob Foerster OffRL 105 31 0 26 Feb 2024
Symmetry-Breaking Augmentations for Ad Hoc Teamwork Ravi Hammond Dustin Craggs Mingyu Guo Jakob Foerster Ian Reid 92 2 0 15 Feb 2024
Optimal Task Assignment and Path Planning using Conflict-Based Search with Precedence and Temporal Constraints Yu Quan Chong Jiaoyang Li Katia Sycara 61 0 0 13 Feb 2024
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models Spyridon Mouselinos Henryk Michalewski Mateusz Malinowski LRM 67 5 0 06 Feb 2024
The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models M. Pternea Prerna Singh Abir Chakraborty Y. Oruganti M. Milletarí Sayli Bapat Kebei Jiang OffRL 80 10 0 02 Feb 2024
Near-Optimal Policy Optimization for Correlated Equilibrium in General-Sum Markov Games Yang Cai Haipeng Luo Chen-Yu Wei Weiqiang Zheng 136 8 0 26 Jan 2024
CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents Siyuan Qi Shuo Chen Yexin Li Xiangyu Kong Junqi Wang ... Zhaowei Zhang Nian Liu Wei Wang Yaodong Yang Song-Chun Zhu AI4CE LRM 119 23 0 19 Jan 2024
CARSS: Cooperative Attention-guided Reinforcement Subpath Synthesis for Solving Traveling Salesman Problem Yuchen Shi Congying Han Tiande Guo 52 0 0 24 Dec 2023
Human-Machine Teaming for UAVs: An Experimentation Platform Laila El Moujtahid S. Gottipati Clodéric Mars Matthew E. Taylor 73 1 0 18 Dec 2023
Efficiently Quantifying Individual Agent Importance in Cooperative MARL Omayma Mahjoub Ruan de Kock Siddarth S. Singh Wiem Khlifi Abidine Vall Kale-ab Tessera Arnu Pretorius FAtt 85 2 0 13 Dec 2023
A Review of Cooperation in Multi-agent Learning Yali Du Joel Z Leibo Usman Islam Richard Willis P. Sunehag 107 34 0 08 Dec 2023
Two-Step Reinforcement Learning for Multistage Strategy Card Game Konrad Godlewski B. Sawicki OffRL 74 0 0 29 Nov 2023
Cooperative AI via Decentralized Commitment Devices Xinyuan Sun Davide Crapis Matt Stephenson B. Monnot Thomas Thiery Jonathan Passerat-Palmbach 73 11 0 14 Nov 2023
Diverse Conventions for Human-AI Collaboration Bidipta Sarkar Andy Shih Dorsa Sadigh 71 7 0 24 Oct 2023