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
Curriculum Learning With Counterfactual Group Relative Policy Advantage For Multi-Agent Reinforcement Learning Weiqiang Jin Hongyang Du Guizhong Liu Dong In Kim 19 0 0 09 Jun 2025
Multi-agent Markov Entanglement Shuze Chen Tianyi Peng 58 0 0 03 Jun 2025
CORA: Coalitional Rational Advantage Decomposition for Multi-Agent Policy Gradients Mengda Ji Genjiu Xu Liying Wang 45 0 0 03 Jun 2025
Action Dependency Graphs for Globally Optimal Coordinated Reinforcement Learning Jianglin Ding Jingcheng Tang Gangshan Jing 34 0 0 01 Jun 2025
Revisiting Multi-Agent World Modeling from a Diffusion-Inspired Perspective Yang Zhang Xinran Li Jianing Ye Delin Qu Shuang Qiu Chongjie Zhang Xiu Li Chenjia Bai 49 0 0 27 May 2025
The challenge of hidden gifts in multi-agent reinforcement learning Dane Malenfant Blake A. Richards 46 0 0 26 May 2025
MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations Viet The Bui Tien Mai Hong Thanh Nguyen OffRL 43 0 0 24 May 2025
Dynamic Sight Range Selection in Multi-Agent Reinforcement Learning Wei-Chen Liao Ti-Rong Wu I-Chen Wu 78 0 0 19 May 2025
Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Lang Feng Jiahao Lin Dong Xing Li Zhang De Ma Gang Pan 102 0 0 16 May 2025
Fixing Incomplete Value Function Decomposition for Multi-Agent Reinforcement Learning Andrea Baisero Rupali Bhati Shuo Liu Aathira Pillai Christopher Amato 53 0 0 15 May 2025
Credit Assignment and Efficient Exploration based on Influence Scope in Multi-agent Reinforcement Learning Shuai Han Mehdi Dastani Shihan Wang 90 0 0 13 May 2025
A Multi-Agent Reinforcement Learning Approach for Cooperative Air-Ground-Human Crowdsensing in Emergency Rescue Wenhao Lu Zhengqiu Zhu Yong Zhao Yonglin Tian Junjie Zeng Jiawei Zhang Zhong Liu Fei-Yue Wang 63 0 0 11 May 2025
Bi-level Mean Field: Dynamic Grouping for Large-Scale MARL Yuxuan Zheng Yihe Zhou Feiyang Xu Mingli Song Shunyu Liu OffRL 95 0 0 10 May 2025
Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration Andreas Kontogiannis Konstantinos Papathanasiou Yi Shen Giorgos Stamou Michael M. Zavlanos G. Vouros 70 0 0 08 May 2025
Investigating Adaptive Tuning of Assistive Exoskeletons Using Offline Reinforcement Learning: Challenges and Insights Yasin Findik Christopher Coco Reza Azadeh OffRL 57 0 0 30 Apr 2025
Q-function Decomposition with Intervention Semantics with Factored Action Spaces Junkyu Lee Tian Gao Elliot Nelson Miao Liu D. Bhattacharjya Songtao Lu OffRL 93 0 0 30 Apr 2025
Exploiting inter-agent coupling information for efficient reinforcement learning of cooperative LQR Shahbaz P Qadri Syed He Bai 67 0 0 29 Apr 2025
QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning? Zhouyang Jiang Bin Zhang Airong Wei Zhiwei Xu OffRL 150 0 0 17 Apr 2025
Belief States for Cooperative Multi-Agent Reinforcement Learning under Partial Observability Paul J. Pritz K. Leung 97 0 0 11 Apr 2025
A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal Control Anirudh Satheesh Keenan Powell 84 0 0 30 Mar 2025
Learning Multi-Robot Coordination through Locality-Based Factorized Multi-Agent Actor-Critic Algorithm Chak Lam Shek Amrit Singh Bedi Anjon Basak Ellen Novoseller Nick Waytowich Priya Narayanan Dinesh Manocha Pratap Tokekar 91 0 0 24 Mar 2025
SPECTra: Scalable Multi-Agent Reinforcement Learning with Permutation-Free Networks Hyunwoo Park Baekryun Seong Sang-Ki Ko GNN 89 0 0 14 Mar 2025
Boosting Offline Optimizers with Surrogate Sensitivity Manh Cuong Dao Phi Le Nguyen Thao Nguyen Truong Trong Nghia Hoang OffRL 104 0 0 06 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 91 1 0 03 Mar 2025
Factorized Deep Q-Network for Cooperative Multi-Agent Reinforcement Learning in Victim Tagging Maria A. Cardei Afsaneh Doryab 130 0 0 02 Mar 2025
Leveraging Large Language Models for Effective and Explainable Multi-Agent Credit Assignment Kartik Nagpal Dayi Dong Jean-Baptiste Bouvier Negar Mehr LLMAG 80 1 0 24 Feb 2025
Deep Meta Coordination Graphs for Multi-agent Reinforcement Learning Nikunj Gupta James Zachary Hare Rajgopal Kannan Viktor Prasanna GNN 215 0 0 06 Feb 2025
Tackling Uncertainties in Multi-Agent Reinforcement Learning through Integration of Agent Termination Dynamics S. Hazra P. Dasgupta Soumyajit Dey 114 0 0 21 Jan 2025
CORD: Generalizable Cooperation via Role Diversity Kanefumi Matsuyama Kefan Su Jiangxing Wang Deheng Ye Zongqing Lu 106 0 0 04 Jan 2025
Distributed Multi-Agent Reinforcement Learning with One-hop Neighbors and Compute Straggler Mitigation Baoqian Wang Junfei Xie Nikolay Atanasov 103 10 0 03 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 98 1 0 23 Dec 2024
Agent-Temporal Credit Assignment for Optimal Policy Preservation in Sparse Multi-Agent Reinforcement Learning Aditya Kapoor Sushant Swamy Kale-ab Abebe Tessera Mayank Baranwal Mingfei Sun H. Khadilkar Stefano V. Albrecht 93 0 0 19 Dec 2024
Mitigating Relative Over-Generalization in Multi-Agent Reinforcement Learning Ting Zhu Yue Jin Jeremie Houssineau Giovanni Montana 84 0 0 17 Nov 2024
Communication Learning in Multi-Agent Systems from Graph Modeling Perspective Shengchao Hu Li Shen Ya Zhang Dacheng Tao AI4CE 91 1 0 01 Nov 2024
The Signaler-Responder Game: Learning to Communicate using Thompson Sampling Radhika Bhuckory Bhaskar Krishnamachari 21 0 0 25 Oct 2024
Offline-to-Online Multi-Agent Reinforcement Learning with Offline Value Function Memory and Sequential Exploration Hai Zhong Xun Wang Zhuoran Li Longbo Huang OffRL OnRL 72 1 0 25 Oct 2024
IBGP: Imperfect Byzantine Generals Problem for Zero-Shot Robustness in Communicative Multi-Agent Systems Y. Mao Yipeng Kang Peilun Li Ning Zhang Wenyuan Xu Chongjie Zhang 75 0 0 21 Oct 2024
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games Fanqi Kong Yizhe Huang Song-Chun Zhu Siyuan Qi Xue Feng 94 2 0 10 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 112 3 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 135 5 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 118 3 0 02 Oct 2024
Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training Pihe Hu Shaolong Li Zhuoran Li L. Pan Longbo Huang 42 0 0 28 Sep 2024
HARP: Human-Assisted Regrouping with Permutation Invariant Critic for Multi-Agent Reinforcement Learning Huawen Hu Enze Shi Chenxi Yue Shuocun Yang Zihao Wu Yiwei Li Tianyang Zhong Tuo Zhang Tianming Liu Shu Zhang 112 0 0 18 Sep 2024
An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning Christopher Amato OffRL 64 11 0 04 Sep 2024
Cooperative Path Planning with Asynchronous Multiagent Reinforcement Learning Jiaming Yin Weixiong Rao Yu Xiao Keshuang Tang 77 0 0 01 Sep 2024
On Stateful Value Factorization in Multi-Agent Reinforcement Learning Enrico Marchesini Andrea Baisero Rupali Bhati Christopher Amato OffRL 84 3 0 27 Aug 2024
On Centralized Critics in Multi-Agent Reinforcement Learning Xueguang Lyu Andrea Baisero Yuchen Xiao Brett Daley Christopher Amato OffRL 79 11 0 26 Aug 2024
Optimally Solving Simultaneous-Move Dec-POMDPs: The Sequential Central Planning Approach Johan Peralez Aurélien Delage Jacopo Castellini Rafael F. Cunha J. Dibangoye 108 0 0 23 Aug 2024
Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems Zhuohui Zhang Bin He Bin Cheng Gang Li 70 1 0 14 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 82 0 0 14 Aug 2024