Multi-Agent Trust Region Policy Optimization

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Multi-Agent Trust Region Policy Optimization

15 October 2020

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Papers citing "Multi-Agent Trust Region Policy Optimization"

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Title
Collaborative AI Teaming in Unknown Environments via Active Goal Deduction Zuyuan Zhang Hanhan Zhou Mahdi Imani Taeyoung Lee Tian-Shing Lan 171 11 0 22 Mar 2024
Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey Jiechuan Jiang Kefan Su Zongqing Lu 224 8 0 10 Jan 2024
MARC: A multi-agent robots control framework for enhancing reinforcement learning in construction tasks Kangkang Duan C. W. Suen Zhengbo Zou 104 2 0 23 May 2023
How to Use Reinforcement Learning to Facilitate Future Electricity Market Design? Part 1: A Paradigmatic Theory Ziqing Zhu S. Bu K. Chan Bin Zhou S. Xia 168 0 0 04 May 2023
Heterogeneous-Agent Reinforcement Learning Yifan Zhong J. Kuba Xidong Feng Siyi Hu Jiaming Ji Yaodong Yang 192 98 0 19 Apr 2023
Order Matters: Agent-by-agent Policy OptimizationInternational Conference on Learning Representations (ICLR), 2023 Xihuai Wang Zheng Tian Bo Liu Ying Wen Jun Wang Weinan Zhang 289 42 0 13 Feb 2023
Best Possible Q-LearningConference on Uncertainty in Artificial Intelligence (UAI), 2023 Jiechuan Jiang Zongqing Lu OffRL 220 7 0 02 Feb 2023
Heterogeneous-Agent Mirror Learning: A Continuum of Solutions to Cooperative MARL J. Kuba Xidong Feng Shiyao Ding Hao Dong Jun Wang Yaodong Yang 157 28 0 02 Aug 2022
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential GameNeural Information Processing Systems (NeurIPS), 2022 Zhiyuan Yao Zihan Ding OffRL 271 2 0 03 Jun 2022
DM $^2$ : Decentralized Multi-Agent Reinforcement Learning for Distribution MatchingAAAI Conference on Artificial Intelligence (AAAI), 2022 Caroline Wang Ishan Durugkar Elad Liebman Peter Stone 226 7 0 01 Jun 2022
Trust Region Bounds for Decentralized PPO Under Non-stationarityAdaptive Agents and Multi-Agent Systems (AAMAS), 2022 Mingfei Sun Sam Devlin Jacob Beck Katja Hofmann Shimon Whiteson 297 13 0 31 Jan 2022
Coordinated Proximal Policy Optimization Zifan Wu Chao Yu Deheng Ye Junge Zhang Haiyin Piao H. Zhuo 173 60 0 07 Nov 2021
EnTRPO: Trust Region Policy Optimization Method with Entropy Regularization Sahar Roostaie M. Ebadzadeh 198 6 0 26 Oct 2021
Trust Region Policy Optimisation in Multi-Agent Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2021 J. Kuba Ruiqing Chen Munning Wen Ying Wen Fanglei Sun Jun Wang Yaodong Yang 359 324 0 23 Sep 2021
Policy Regularization via Noisy Advantage Values for Cooperative Multi-agent Actor-Critic methods Jian Hu Siyue Hu Shih-Wei Liao 569 20 0 27 Jun 2021
A Game-Theoretic Approach to Multi-Agent Trust Region OptimizationInternational Conference on Distributed Artificial Intelligence (DAI), 2021 Ying Wen Hui Chen Yaodong Yang Zheng Tian Minne Li Xu Chen Jun Wang 199 13 0 12 Jun 2021
The Power of Exploiter: Provable Multi-Agent RL in Large State SpacesInternational Conference on Machine Learning (ICML), 2021 Chi Jin Qinghua Liu Tiancheng Yu 209 55 0 07 Jun 2021
Dealing with Non-Stationarity in MARL via Trust-Region DecompositionInternational Conference on Learning Representations (ICLR), 2021 Wenhao Li Xiangfeng Wang Bo Jin Junjie Sheng H. Zha 352 14 0 21 Feb 2021