QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning

14 May 2019

Papers citing "QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning"

50 / 370 papers shown

Title
QTypeMix: Enhancing Multi-Agent Cooperative Strategies through Heterogeneous and Homogeneous Value Decomposition Songchen Fu Shaojing Zhao Ta Li Yonghong Yan 68 3 0 12 Aug 2024
The Bandit Whisperer: Communication Learning for Restless Bandits Yunfan Zhao Tonghan Wang Dheeraj M. Nagaraj Aparna Taneja Milind Tambe 127 6 0 11 Aug 2024
Relational Q-Functionals: Multi-Agent Learning to Recover from Unforeseen Robot Malfunctions in Continuous Action Domains Yasin Findik Paul Robinette Kshitij Jerath Reza Azadeh 66 1 0 27 Jul 2024
B2MAPO: A Batch-by-Batch Multi-Agent Policy Optimization to Balance Performance and Efficiency Wenjing Zhang Wei Zhang Wenqing Hu Yifan Wang OffRL 59 0 0 21 Jul 2024
Cooperative Reward Shaping for Multi-Agent Pathfinding Zhenyu Song Rong-hao Zheng Senlin Zhang Mei-qin Liu 70 1 0 15 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
Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning Junkai Zhang Yifan Zhang Xi Sheryl Zhang Yifan Zang Jian Cheng 91 4 0 26 Jun 2024
CuDA2: An approach for Incorporating Traitor Agents into Cooperative Multi-Agent Systems Zhen Chen Yong Liao Youpeng Zhao Zipeng Dai Jian Zhao AAML 54 0 0 25 Jun 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 64 2 0 22 Jun 2024
Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning Yizhe Huang Hoang Trung-Dung Fanqi Kong Yaodong Yang Song-Chun Zhu Xue Feng 89 3 0 12 Jun 2024
LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning Hyungho Na IL-Chul Moon 69 1 0 30 May 2024
Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning Xinran Li Zifan Liu Shibo Chen Jun Zhang 82 3 0 28 May 2024
Knowing What Not to Do: Leverage Language Model Insights for Action Space Pruning in Multi-agent Reinforcement Learning Zhihao Liu Xianliang Yang Zichuan Liu Yifan Xia Wei Jiang Yuanyu Zhang Lijuan Li Guoliang Fan Lei Song Bian Jiang LLMAG 82 3 0 27 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
LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions Chuanneng Sun Songjun Huang D. Pompili LLMAG 122 35 0 17 May 2024
Learning Multi-Agent Communication from Graph Modeling Perspective Shengchao Hu Li Shen Ya Zhang Dacheng Tao AI4CE 88 26 0 14 May 2024
POWQMIX: Weighted Value Factorization with Potentially Optimal Joint Actions Recognition for Cooperative Multi-Agent Reinforcement Learning Chang Huang Junqiao Zhao Shatong Zhu Hongtu Zhou Chen Ye T. Feng Changjun Jiang 174 0 0 13 May 2024
N-Agent Ad Hoc Teamwork C. Wang Arrasy Rahman Ishan Durugkar Elad Liebman Peter Stone 74 7 0 16 Apr 2024
Hierarchical Decision Making Based on Structural Information Principles Xianghua Zeng Hao Peng Dingli Su Angsheng Li 77 0 0 15 Apr 2024
Growing Q-Networks: Solving Continuous Control Tasks with Adaptive Control Resolution Tim Seyde Peter Werner Wilko Schwarting Markus Wulfmeier Daniela Rus OffRL 82 5 0 05 Apr 2024
ROMA-iQSS: An Objective Alignment Approach via State-Based Value Learning and ROund-Robin Multi-Agent Scheduling Chi-Hui Lin Joewie J. Koh Alessandro Roncone Lijun Chen 68 0 0 05 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 51 0 0 04 Apr 2024
MEDIATE: Mutually Endorsed Distributed Incentive Acknowledgment Token Exchange Philipp Altmann Katharina Winter Michael Kolle Maximilian Zorn Thomy Phan Claudia Linnhoff-Popien 102 0 0 04 Apr 2024
MARL-LNS: Cooperative Multi-agent Reinforcement Learning via Large Neighborhoods Search Weizhe Chen Sven Koenig B. Dilkina 89 0 0 03 Apr 2024
Inferring Latent Temporal Sparse Coordination Graph for Multi-Agent Reinforcement Learning Wei Duan Jie Lu Junyu Xuan 84 3 0 28 Mar 2024
Prioritized League Reinforcement Learning for Large-Scale Heterogeneous Multiagent Systems Qing Fu Zhiqiang Pu Min Chen Tenghai Qiu Jianqiang Yi 72 0 0 26 Mar 2024
Self-Clustering Hierarchical Multi-Agent Reinforcement Learning with Extensible Cooperation Graph Qing Fu Tenghai Qiu Jianqiang Yi Zhiqiang Pu Xiaolin Ai 92 1 0 26 Mar 2024
Reaching Consensus in Cooperative Multi-Agent Reinforcement Learning with Goal Imagination Liangzhou Wang Kaiwen Zhu Fengming Zhu Xinghu Yao Shujie Zhang Deheng Ye Haobo Fu Qiang Fu Wei Yang 70 1 0 05 Mar 2024
PPS-QMIX: Periodically Parameter Sharing for Accelerating Convergence of Multi-Agent Reinforcement Learning Ke Zhang DanDan Zhu Qiuhan Xu Hao Zhou Ce Zheng 59 0 0 05 Mar 2024
SMAUG: A Sliding Multidimensional Task Window-Based MARL Framework for Adaptive Real-Time Subtask Recognition Wenjing Zhang Wei Zhang 74 0 0 04 Mar 2024
Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning Hyungho Na Yunkyeong Seo IL-Chul Moon 75 7 0 02 Mar 2024
Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning Zeyang Liu Lipeng Wan Xinrui Yang Zhuoran Chen Xingyu Chen Xuguang Lan 103 4 0 28 Feb 2024
Social Environment Design Edwin Zhang Sadie Zhao Tonghan Wang Safwan Hossain Henry Gasztowtt Stephan Zheng David C. Parkes Milind Tambe Yiling Chen 83 5 0 21 Feb 2024
Mixed Q-Functionals: Advancing Value-Based Methods in Cooperative MARL with Continuous Action Domains Yasin Findik S. Ahmadzadeh OffRL 144 4 0 12 Feb 2024
Joint Intrinsic Motivation for Coordinated Exploration in Multi-Agent Deep Reinforcement Learning Maxime Toquebiau Nicolas Bredeche F. Benamar Jae-Yun Jun 77 1 0 06 Feb 2024
Fully Independent Communication in Multi-Agent Reinforcement Learning Rafael Pina V. D. Silva Corentin Artaud Xiaolan Liu 62 5 0 26 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 45 6 0 22 Jan 2024
AgentMixer: Multi-Agent Correlated Policy Factorization Zhiyuan Li Wenshuai Zhao Lijun Wu Joni Pajarinen OffRL 84 2 0 16 Jan 2024
Confidence-Based Curriculum Learning for Multi-Agent Path Finding Thomy Phan Joseph Driscoll Justin Romberg Sven Koenig 52 3 0 11 Jan 2024
Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey Jiechuan Jiang Kefan Su Zongqing Lu 96 3 0 10 Jan 2024
Innate-Values-driven Reinforcement Learning based Cooperative Multi-Agent Cognitive Modeling Qin Yang 70 0 0 10 Jan 2024
ConcaveQ: Non-Monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning Huiqun Li Hanhan Zhou Yifei Zou Dongxiao Yu Tian-Shing Lan 48 8 0 24 Dec 2023
Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning Yanwen Ba Xuan Liu Xinning Chen Hao Wang Yang Xu Kenli Li Shigeng Zhang 55 2 0 19 Dec 2023
Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects Min Hua Dong Chen Xinda Qi Kun Jiang Z. Liu Quan Zhou Hongming Xu 79 10 0 18 Dec 2023
Global Rewards in Multi-Agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems Heiko Hoppe Tobias Enders Quentin Cappart Maximilian Schiffer 83 4 0 14 Dec 2023
Noise Distribution Decomposition based Multi-Agent Distributional Reinforcement Learning Wei Geng Baidi Xiao Rongpeng Li Ning Wei Dong Wang Zhifeng Zhao 77 1 0 12 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
Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning Zican Hu Zongzhang Zhang Huaxiong Li Chunlin Chen Hongyu Ding Zhi Wang 104 11 0 08 Dec 2023
Staged Reinforcement Learning for Complex Tasks through Decomposed Environments Rafael Pina Corentin Artaud Xiaolan Liu V. D. Silva 53 1 0 05 Nov 2023