v1v2v3 (latest)

Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification

International Conference on Machine Learning (ICML), 2021

22 November 2021

Papers citing "Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification"

23 / 23 papers shown

Title
Partial Action Replacement: Tackling Distribution Shift in Offline MARL Yue Jin Giovanni Montana OffRL 108 0 0 10 Nov 2025
Multi-agent Coordination via Flow Matching Dongsu Lee Daehee Lee Amy Zhang 68 0 0 07 Nov 2025
From Solo to Symphony: Orchestrating Multi-Agent Collaboration with Single-Agent Demos Xun Wang Zhuoran Li Yanshan Lin Hai Zhong Longbo Huang OffRL LLMAG 88 0 0 04 Nov 2025
Multi-Agent Conditional Diffusion Model with Mean Field Communication as Wireless Resource Allocation Planner Kechen Meng Sinuo Zhang Rongpeng Li Xiangming Meng Chan Wang Ming Lei Zhifeng Zhao Zhifeng Zhao DiffM 97 0 0 27 Oct 2025
Preference-Guided Learning for Sparse-Reward Multi-Agent Reinforcement Learning Viet The Bui Tien Mai Hong Thanh Nguyen OffRL 100 1 0 26 Sep 2025
Oryx: a Scalable Sequence Model for Many-Agent Coordination in Offline MARL Claude Formanek Omayma Mahjoub Louay Ben Nessir Sasha Abramowitz Ruan de Kock ... Daniel Rajaonarivonivelomanantsoa Arnol Fokam Siddarth S. Singh Ulrich A. Mbou Sob Arnu Pretorius OffRL 158 0 0 28 May 2025
MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations Viet The Bui Tien Mai Hong Thanh Nguyen OffRL 155 2 0 24 May 2025
B3C: A Minimalist Approach to Offline Multi-Agent Reinforcement Learning Woojun Kim Katia Sycara OffRL 291 0 0 30 Jan 2025
MADiff: Offline Multi-agent Learning with Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2023 Zhengbang Zhu Minghuan Liu Liyuan Mao Bingyi Kang Minkai Xu Yong Yu Stefano Ermon Weinan Zhang DiffM OffRL 667 60 0 03 Jan 2025
ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift RegularizationInternational Conference on Learning Representations (ICLR), 2024 The Viet Bui Thanh Hong Nguyen Tien Mai OffRL 276 4 0 02 Oct 2024
Putting Data at the Centre of Offline Multi-Agent Reinforcement Learning Claude Formanek Louise Beyers C. Tilbury Jonathan P. Shock Arnu Pretorius OffRL 188 2 0 18 Sep 2024
Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation Claude Formanek C. Tilbury Louise Beyers Jonathan P. Shock Arnu Pretorius OffRL 210 4 0 13 Jun 2024
Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning for Digital Twins Eslam Eldeeb Houssem Sifaou Osvaldo Simeone M. Shehab Hirley Alves OffRL 187 7 0 13 Feb 2024
MACCA: Offline Multi-agent Reinforcement Learning with Causal Credit Assignment Ziyan Wang Yali Du Yudi Zhang Meng Fang Biwei Huang OffRL 198 5 0 06 Dec 2023
Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2023 Jianzhun Shao Yun Qu Chen Chen Hongchang Zhang Xiangyang Ji OffRL 158 36 0 22 Sep 2023
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value RegularizationNeural Information Processing Systems (NeurIPS), 2023 Xiangsen Wang Haoran Xu Yinan Zheng Xianyuan Zhan OffRL 294 32 0 21 Jul 2023
Offline Multi-Agent Reinforcement Learning with Coupled Value FactorizationAdaptive Agents and Multi-Agent Systems (AAMAS), 2023 Xiangsen Wang Xianyuan Zhan OffRL 192 9 0 15 Jun 2023
Efficient Communication via Self-supervised Information Aggregation for Online and Offline Multi-agent Reinforcement LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Cong Guan F. Chen Lei Yuan Zongzhang Zhang Yang Yu OffRL 134 8 0 19 Feb 2023
Off-the-Grid MARL: Datasets with Baselines for Offline Multi-Agent Reinforcement Learning Claude Formanek Asad Jeewa Jonathan P. Shock Arnu Pretorius OffRL 307 3 0 01 Feb 2023
Reward Poisoning Attacks on Offline Multi-Agent Reinforcement LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 Young Wu Jermey McMahan Xiaojin Zhu Qiaomin Xie AAML OffRL 319 23 0 04 Jun 2022
Provably Efficient Offline Multi-agent Reinforcement Learning via Strategy-wise BonusNeural Information Processing Systems (NeurIPS), 2022 Qiwen Cui S. Du OffRL 141 23 0 01 Jun 2022
When is Offline Two-Player Zero-Sum Markov Game Solvable? Qiwen Cui S. Du OffRL 154 29 0 10 Jan 2022
Offline Decentralized Multi-Agent Reinforcement Learning Jiechuan Jiang Zongqing Lu OffRL 147 44 0 04 Aug 2021