Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning

23 September 2021

Jun Wang

Papers citing "Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning"

50 / 116 papers shown

Title
A Review of Cooperation in Multi-agent Learning Yali Du Joel Z. Leibo Usman Islam Richard Willis P. Sunehag 38 31 0 08 Dec 2023
Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach Bin Zhang Hangyu Mao Jingqing Ruan Ying Wen Yang Li ... Dapeng Li Ziyue Li Rui Zhao Lijuan Li Guoliang Fan LM&Ro LLMAG 19 34 0 23 Nov 2023
JaxMARL: Multi-Agent RL Environments in JAX Alex Rutherford Benjamin Ellis Matteo Gallici Jonathan Cook Andrei Lupu ... Bruno Lacerda Nick Hawes Tim Rocktaschel Chris Xiaoxuan Lu Jakob N. Foerster 28 20 0 16 Nov 2023
AlberDICE: Addressing Out-Of-Distribution Joint Actions in Offline Multi-Agent RL via Alternating Stationary Distribution Correction Estimation Daiki E. Matsunaga Jongmin Lee Jaeseok Yoon Stefanos Leonardos Pieter Abbeel Kee-Eung Kim OODD OffRL 22 3 0 03 Nov 2023
Optimistic Multi-Agent Policy Gradient Wenshuai Zhao Yi Zhao Zhiyuan Li Juho Kannala J. Pajarinen 18 0 0 03 Nov 2023
Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark Jiaming Ji Borong Zhang Jiayi Zhou Xuehai Pan Weidong Huang Ruiyang Sun Yiran Geng Yifan Zhong Juntao Dai Yaodong Yang OffRL 28 62 0 19 Oct 2023
Robust Multi-Agent Reinforcement Learning by Mutual Information Regularization Simin Li Ruixiao Xu Jingqiao Xiu Yuwei Zheng Pu Feng Yaodong Yang Xianglong Liu 23 3 0 15 Oct 2023
FP3O: Enabling Proximal Policy Optimization in Multi-Agent Cooperation with Parameter-Sharing Versatility Lang Feng Dong Xing Junru Zhang Gang Pan 21 1 0 08 Oct 2023
COMPOSER: Scalable and Robust Modular Policies for Snake Robots Yuyou Zhang Yaru Niu Xingyu Liu Ding Zhao 19 2 0 02 Oct 2023
Multi-Robot Cooperative Socially-Aware Navigation Using Multi-Agent Reinforcement Learning Weizheng Wang Le Mao Ruiqi Wang Byung-Cheol Min 43 14 0 26 Sep 2023
Boosting Studies of Multi-Agent Reinforcement Learning on Google Research Football Environment: the Past, Present, and Future Yan Song He Jiang Haifeng Zhang Zheng Tian Weinan Zhang Jun Wang OffRL 21 8 0 22 Sep 2023
Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning Jianzhun Shao Yun Qu Chen Chen Hongchang Zhang Xiangyang Ji OffRL 13 19 0 22 Sep 2023
Policy Diversity for Cooperative Agents M. Tan Andong Tian Ludovic Denoyer 21 2 0 28 Aug 2023
Heterogeneous Multi-Agent Reinforcement Learning via Mirror Descent Policy Optimization Mohammad Mehdi Nasiri M. Rezghi 35 0 0 13 Aug 2023
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization Xiangsen Wang Haoran Xu Yinan Zheng Xianyuan Zhan OffRL 33 23 0 21 Jul 2023
Transformers in Reinforcement Learning: A Survey Pranav Agarwal A. Rahman P. St-Charles Simon J. D. Prince Samira Ebrahimi Kahou OffRL 24 18 0 12 Jul 2023
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL Pascal Leroy P. G. Morato J. Pisane A. Kolios D. Ernst OffRL 35 9 0 20 Jun 2023
MA2CL:Masked Attentive Contrastive Learning for Multi-Agent Reinforcement Learning Haolin Song Ming Feng Wen-gang Zhou Houqiang Li OffRL 17 5 0 03 Jun 2023
Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? Yihe Zhou Shunyu Liu Yunpeng Qing Kaixuan Chen Tongya Zheng Yanhao Huang Jie Song 28 17 0 27 May 2023
Stackelberg Decision Transformer for Asynchronous Action Coordination in Multi-Agent Systems Bin Zhang Hangyu Mao Lijuan Li Zhiwei Xu Dapeng Li Rui Zhao Guoliang Fan OffRL 31 5 0 13 May 2023
Cooperative Multi-Agent Reinforcement Learning: Asynchronous Communication and Linear Function Approximation Yifei Min Jiafan He Tianhao Wang Quanquan Gu 38 7 0 10 May 2023
Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning Yulai Zhao Zhuoran Yang Zhaoran Wang Jason D. Lee 35 3 0 08 May 2023
From Explicit Communication to Tacit Cooperation:A Novel Paradigm for Cooperative MARL Dapeng Li Zhiwei Xu Bin Zhang Guoliang Fan 46 7 0 28 Apr 2023
Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning Bin Zhang Lijuan Li Zhiwei Xu Dapeng Li Guoliang Fan 12 9 0 20 Apr 2023
Multi-agent Policy Reciprocity with Theoretical Guarantee Haozhi Wang Yinchuan Li Qing Wang Yunfeng Shao Jianye Hao 17 0 0 12 Apr 2023
NeuronsMAE: A Novel Multi-Agent Reinforcement Learning Environment for Cooperative and Competitive Multi-Robot Tasks Guangzhen Hu Haoran Li Shasha Liu Mingjun Ma Yuanheng Zhu Dongbin Zhao OffRL 34 6 0 22 Mar 2023
Conditionally Optimistic Exploration for Cooperative Deep Multi-Agent Reinforcement Learning Xutong Zhao Yangchen Pan Chenjun Xiao Sarath Chandar Janarthanan Rajendran 19 5 0 16 Mar 2023
GHQ: Grouped Hybrid Q Learning for Heterogeneous Cooperative Multi-agent Reinforcement Learning Xiaoyang Yu Youfang Lin Xiangsen Wang Sheng Han Kai Lv 19 0 0 02 Mar 2023
Efficient Communication via Self-supervised Information Aggregation for Online and Offline Multi-agent Reinforcement Learning Cong Guan F. Chen Lei Yuan Zongzhang Zhang Yang Yu OffRL 37 4 0 19 Feb 2023
Order Matters: Agent-by-agent Policy Optimization Xihuai Wang Zheng Tian Ziyu Wan Ying Wen J. Wang Weinan Zhang 25 26 0 13 Feb 2023
Improving Zero-Shot Coordination Performance Based on Policy Similarity Lebin Yu Yunbo Qiu Quanming Yao Xudong Zhang Jian Wang 16 1 0 10 Feb 2023
Attacking Cooperative Multi-Agent Reinforcement Learning by Adversarial Minority Influence Simin Li Jun Guo Jingqiao Xiu Pu Feng Xin Yu Aishan Liu Wenjun Wu Xianglong Liu AAML 42 13 0 07 Feb 2023
Revisiting Estimation Bias in Policy Gradients for Deep Reinforcement Learning Haoxuan Pan Deheng Ye Xiaoming Duan Qiang Fu Wei Yang Jianping He Mingfei Sun OffRL 23 2 0 20 Jan 2023
Actor-Director-Critic: A Novel Deep Reinforcement Learning Framework Zongwei Liu Yonghong Song Yuanlin Zhang OffRL 25 2 0 10 Jan 2023
On Transforming Reinforcement Learning by Transformer: The Development Trajectory Shengchao Hu Li Shen Ya-Qin Zhang Yixin Chen Dacheng Tao OffRL 25 25 0 29 Dec 2022
On Realization of Intelligent Decision-Making in the Real World: A Foundation Decision Model Perspective Ying Wen Ziyu Wan M. Zhou Shufang Hou Zhe Cao Chenyang Le Jingxiao Chen Zheng Tian Weinan Zhang J. Wang AI4CE 18 10 0 24 Dec 2022
Curriculum Learning for Relative Overgeneralization Lin Shi Bei Peng 25 1 0 06 Dec 2022
ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency Chuming Li Jie Liu Yinmin Zhang Yuhong Wei Yazhe Niu Yaodong Yang Y. Liu Wanli Ouyang 46 23 0 29 Nov 2022
Value-based CTDE Methods in Symmetric Two-team Markov Game: from Cooperation to Team Competition Pascal Leroy J. Pisane D. Ernst 17 3 0 21 Nov 2022
Decentralized Policy Optimization Kefan Su Zongqing Lu 11 8 0 06 Nov 2022
MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library Siyi Hu Yifan Zhong Minquan Gao Weixun Wang Hao Dong Xiaodan Liang Zhihui Li Xiaojun Chang Yaodong Yang 15 14 0 11 Oct 2022
Stateful active facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning Dianbo Liu Vedant Shah Oussama Boussif Cristian Meo Anirudh Goyal Tianmin Shu Michael C. Mozer N. Heess Yoshua Bengio 24 7 0 04 Oct 2022
More Centralized Training, Still Decentralized Execution: Multi-Agent Conditional Policy Factorization Jiangxing Wang Deheng Ye Zongqing Lu OffRL 39 18 0 26 Sep 2022
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL R. Gorsane Omayma Mahjoub Ruan de Kock Roland Dubb Siddarth S. Singh Arnu Pretorius OffRL 39 49 0 21 Sep 2022
Maximum Correntropy Value Decomposition for Multi-agent Deep Reinforcemen Learning Kai Liu Tianxian Zhang L. Kong 28 0 0 07 Aug 2022
Heterogeneous-Agent Mirror Learning: A Continuum of Solutions to Cooperative MARL J. Kuba Xidong Feng Shiyao Ding Hao Dong Jun Wang Yaodong Yang 18 16 0 02 Aug 2022
Towards Global Optimality in Cooperative MARL with the Transformation And Distillation Framework Jianing Ye Chenghao Li Jianhao Wang Chongjie Zhang 37 2 0 12 Jul 2022
Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning Shunyu Liu Jie Song Yihe Zhou Na Yu Kaixuan Chen Zunlei Feng Mingli Song 26 7 0 08 Jul 2022
Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning Yuanpei Chen Tianhao Wu Shengjie Wang Xidong Feng Jiechuan Jiang ... Yiran Geng Hao Dong Zongqing Lu Song-Chun Zhu Yaodong Yang OffRL 38 108 0 17 Jun 2022
Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning Wei Fu Chao Yu Zelai Xu Jiaqi Yang Yi Wu 32 32 0 15 Jun 2022