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
MARFT: Multi-Agent Reinforcement Fine-Tuning Junwei Liao Muning Wen J. Wang W. Zhang OffRL 31 0 0 20 May 2025
VolleyBots: A Testbed for Multi-Drone Volleyball Game Combining Motion Control and Strategic Play Zelai Xu Chao Yu Ruize Zhang Huining Yuan Xiangmin Yi ... Wenhao Tang Yu-Xiang Wang Wenbo Ding Xinlei Chen Yu Wang 135 0 0 20 May 2025
OmniDrones: An Efficient and Flexible Platform for Reinforcement Learning in Drone Control Botian Xu Feng Gao Chao Yu Ruize Zhang Yi Wu Yu Wang 28 28 0 20 May 2025
SDHN: Skewness-Driven Hypergraph Networks for Enhanced Localized Multi-Robot Coordination Delin Zhao Yanbo Shan Chang Liu Shenghang Lin Yingxin Shou Bin Xu 23 0 0 09 Apr 2025
Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation Sicong Liu Yang Shu Chenjuan Guo Bin Yang OffRL 58 3 0 27 Mar 2025
SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning Xu Wan Chao Yang Cheng Yang Jie Song Mingyang Sun 63 0 0 03 Mar 2025
Policy-to-Language: Train LLMs to Explain Decisions with Flow-Matching Generated Rewards Xinyi Yang Liang Zeng Heng Dong C. Yu X. Wu H. Yang Yu Wang Milind Tambe Tonghan Wang 76 2 0 18 Feb 2025
Low-Rank Agent-Specific Adaptation (LoRASA) for Multi-Agent Policy Learning Beining Zhang Aditya Kapoor Mingfei Sun 54 0 0 08 Feb 2025
B3C: A Minimalist Approach to Offline Multi-Agent Reinforcement Learning Woojun Kim Katia P. Sycara OffRL 89 0 0 30 Jan 2025
CORD: Generalizable Cooperation via Role Diversity Kanefumi Matsuyama Kefan Su Jiangxing Wang Deheng Ye Zongqing Lu 40 0 0 04 Jan 2025
SMAC-Hard: Enabling Mixed Opponent Strategy Script and Self-play on SMAC Yue Deng Yan Yu Weiyu Ma Zirui Wang Wenhui Zhu Jian Zhao Yin Zhang AAML 35 1 0 23 Dec 2024
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Yue Jin Shuangqing Wei Giovanni Montana 67 0 0 16 Dec 2024
CPIG: Leveraging Consistency Policy with Intention Guidance for Multi-agent Exploration Y. Fu Yuanheng Zhu Haoran Li Zijie Zhao Jiajun Chai Dongbin Zhao 37 0 0 06 Nov 2024
Communication Learning in Multi-Agent Systems from Graph Modeling Perspective Shengchao Hu Li Shen Ya Zhang Dacheng Tao AI4CE 42 0 0 01 Nov 2024
Dual-Agent Deep Reinforcement Learning for Dynamic Pricing and Replenishment Yi Zheng Zehao Li Peng Jiang Yijie Peng 22 0 0 28 Oct 2024
Multi-Agent Reinforcement Learning with Selective State-Space Models Jemma Daniel Ruan de Kock Louay Ben Nessir Sasha Abramowitz Omayma Mahjoub Wiem Khlifi Claude Formanek Arnu Pretorius Mamba 34 0 0 25 Oct 2024
Grounded Answers for Multi-agent Decision-making Problem through Generative World Model Zeyang Liu Xinrui Yang Shiguang Sun Long Qian Lipeng Wan Xingyu Chen Xuguang Lan 22 2 0 03 Oct 2024
Choices are More Important than Efforts: LLM Enables Efficient Multi-Agent Exploration Yun Qu Boyuan Wang Yuhang Jiang Jianzhun Shao Yixiu Mao Cheems Wang Chang Liu Xiangyang Ji 46 4 0 03 Oct 2024
ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization The Viet Bui Thanh Hong Nguyen Tien Mai OffRL 28 0 0 02 Oct 2024
Computing Ex Ante Equilibrium in Heterogeneous Zero-Sum Team Games Naming Liu Mingzhi Wang Xihuai Wang Weinan Zhang Yaodong Yang Youzhi Zhang Bo An Ying Wen 29 0 0 02 Oct 2024
An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning Christopher Amato OffRL 31 9 0 04 Sep 2024
Two-Timescale Synchronization and Migration for Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Approach Wenshuai Liu Yaru Fu Yongna Guo Fu Lee Wang Wen Sun Yan Zhang 26 5 0 02 Sep 2024
Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks Yun Qu Boyuan Wang Jianzhun Shao Yuhang Jiang Chen Chen ... Qiang Fu Wei Yang Guang Yang Lanxiao Huang Xiangyang Ji OffRL 48 9 0 20 Aug 2024
Improving Global Parameter-sharing in Physically Heterogeneous Multi-agent Reinforcement Learning with Unified Action Space Xiaoyang Yu Youfang Lin Shuo Wang Kai Lv Sheng Han 40 0 0 14 Aug 2024
Multi-Agent Continuous Control with Generative Flow Networks Shuang Luo Yinchuan Li Shunyu Liu Xu Zhang Yunfeng Shao Chao Wu AI4CE 27 2 0 13 Aug 2024
The Bandit Whisperer: Communication Learning for Restless Bandits Yunfan Zhao Tonghan Wang Dheeraj M. Nagaraj Aparna Taneja Milind Tambe 49 5 0 11 Aug 2024
A Survey on Self-play Methods in Reinforcement Learning Ruize Zhang Zelai Xu Chengdong Ma Chao Yu Weijuan Tu ... Deheng Ye Wenbo Ding Yaodong Yang Yu Wang Yu Wang SyDa SSL OnRL 49 8 0 02 Aug 2024
B2MAPO: A Batch-by-Batch Multi-Agent Policy Optimization to Balance Performance and Efficiency Wenjing Zhang Wei Zhang Wenqing Hu Yifan Wang OffRL 23 0 0 21 Jul 2024
Subequivariant Reinforcement Learning in 3D Multi-Entity Physical Environments Runfa Chen Ling Wang Yu Du Tianrui Xue Fuchun Sun Jianwei Zhang Wenbing Huang OffRL 49 1 0 17 Jul 2024
Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models Yang Zhang Chenjia Bai Bin Zhao Junchi Yan Xiu Li Xuelong Li OffRL 27 0 0 22 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 34 0 0 06 Jun 2024
Representation Learning For Efficient Deep Multi-Agent Reinforcement Learning Dom Huh Prasant Mohapatra 32 1 0 05 Jun 2024
Safe Multi-agent Reinforcement Learning with Natural Language Constraints Ziyan Wang Meng Fang Tristan Tomilin Fei Fang Yali Du LLMAG 64 7 0 30 May 2024
Safe Multi-Agent Reinforcement Learning with Bilevel Optimization in Autonomous Driving Zhi Zheng Shangding Gu 37 2 0 28 May 2024
Reinforcing Language Agents via Policy Optimization with Action Decomposition Muning Wen Ziyu Wan Weinan Zhang Jun Wang Ying Wen 43 7 0 23 May 2024
Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration Yang Zhang Shixin Yang Chenjia Bai Fei Wu Xiu Li Zhen Wang Xuelong Li LLMAG 36 25 0 23 May 2024
Learning Multi-Agent Communication from Graph Modeling Perspective Shengchao Hu Li Shen Ya-Qin Zhang Dacheng Tao AI4CE 37 21 0 14 May 2024
UAV-enabled Collaborative Beamforming via Multi-Agent Deep Reinforcement Learning Saichao Liu Geng Sun Jiahui Li Shuang Liang Qingqing Wu Pengfei Wang Dusit Niyato 20 3 0 11 Apr 2024
Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration Xudong Guo Daming Shi Junjie Yu Wenhui Fan 38 4 0 05 Apr 2024
Leveraging Team Correlation for Approximating Equilibrium in Two-Team Zero-Sum Games Naming Liu Mingzhi Wang Youzhi Zhang Yaodong Yang Bo An Ying Wen 29 0 0 01 Mar 2024
Social Environment Design Edwin Zhang Sadie Zhao Tonghan Wang Safwan Hossain Henry Gasztowtt Stephan Zheng David C. Parkes Milind Tambe Yiling Chen 43 5 0 21 Feb 2024
Multi-Sender Persuasion: A Computational Perspective Safwan Hossain Tonghan Wang Tao Lin Yiling Chen David C. Parkes Haifeng Xu 27 10 0 07 Feb 2024
Graph Attention-based Reinforcement Learning for Trajectory Design and Resource Assignment in Multi-UAV Assisted Communication Zikai Feng Diyang Wu Mengxing Huang Chau Yuen 18 7 0 31 Jan 2024
The Definitive Guide to Policy Gradients in Deep Reinforcement Learning: Theory, Algorithms and Implementations Matthias Lehmann 38 0 0 24 Jan 2024
Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking Yujiao Zhu Ming Chen Sihua Wang Ye Hu Yuchen Liu Changchuan Yin 13 5 0 22 Jan 2024
AgentMixer: Multi-Agent Correlated Policy Factorization Zhiyuan Li Wenshuai Zhao Lijun Wu J. Pajarinen OffRL 45 1 0 16 Jan 2024
Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey Jiechuan Jiang Kefan Su Zongqing Lu 30 3 0 10 Jan 2024
Physics-Informed Multi-Agent Reinforcement Learning for Distributed Multi-Robot Problems Eduardo Sebastián T. Duong Nikolay A. Atanasov Eduardo Montijano C. Sagüés 28 3 0 30 Dec 2023
Dynamic Routing for Integrated Satellite-Terrestrial Networks: A Constrained Multi-Agent Reinforcement Learning Approach Yifeng Lyu Han Hu Rongfei Fan Zhi Liu J. An Shiwen Mao 33 13 0 23 Dec 2023
Communication-Efficient Soft Actor-Critic Policy Collaboration via Regulated Segment Mixture in Internet of Vehicles Xiaoxue Yu Rongpeng Li Chengchao Liang Zhifeng Zhao 25 0 0 15 Dec 2023