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
SIDE: State Inference for Partially Observable Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Yunru Bai Dapeng Li Bin Zhang Guoliang Fan 74 9 0 13 May 2021
Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence Emna Baccour N. Mhaisen A. Abdellatif A. Erbad Amr M. Mohamed Mounir Hamdi Mohsen Guizani 98 94 0 04 May 2021
Reducing Bus Bunching with Asynchronous Multi-Agent Reinforcement Learning Changyin Sun Lijun Sun 53 17 0 02 May 2021
Semi-On-Policy Training for Sample Efficient Multi-Agent Policy Gradients Bozhidar Vasilev Tarun Gupta Bei Peng Shimon Whiteson 38 2 0 27 Apr 2021
Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem Chengwei Zhang Shan Jin Wanli Xue Xiaofei Xie Shengyong Chen Rong Chen 75 26 0 22 Apr 2021
Learning to Coordinate via Multiple Graph Neural Networks Zhiwei Xu Bin Zhang Yunpeng Bai Dapeng Li Guoliang Fan GNN AI4CE 63 8 0 08 Apr 2021
NQMIX: Non-monotonic Value Function Factorization for Deep Multi-Agent Reinforcement Learning Quanlin Chen OffRL 41 0 0 05 Apr 2021
Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World Florian Laurent Manuel Schneider Christian Scheller J. Watson Jiaoyang Li ... Nilabha Bhattacharya Shivam Agarwal A. Egli Erik Nygren Sharada Mohanty 64 29 0 30 Mar 2021
Reward-Reinforced Reinforcement Learning for Multi-agent Systems Changgang Zheng Shufan Yang Juan Marcelo Parra Ullauri A. García-Domínguez Nelly Bencomo 53 11 0 22 Mar 2021
Regularized Softmax Deep Multi-Agent $Q$ -Learning L. Pan Tabish Rashid Bei Peng Longbo Huang Shimon Whiteson 116 36 0 22 Mar 2021
Learning in Nonzero-Sum Stochastic Games with Potentials D. Mguni Yutong Wu Yali Du Yaodong Yang Ziyi Wang Minne Li Ying Wen Joel Jennings Jun Wang 117 46 0 16 Mar 2021
Decentralized Circle Formation Control for Fish-like Robots in the Real-world via Reinforcement Learning Tianhao Zhang Yueheng Li Shuai Li Qiwei Ye Chen Wang Guangming Xie OffRL 64 13 0 09 Mar 2021
DeepFreight: Integrating Deep Reinforcement Learning and Mixed Integer Programming for Multi-transfer Truck Freight Delivery Jiayu Chen A. Umrawal Tian-Shing Lan Vaneet Aggarwal 47 2 0 05 Mar 2021
The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games Chao Yu Akash Velu Eugene Vinitsky Jiaxuan Gao Yu Wang Alexandre M. Bayen Yi Wu OffRL 236 1,294 0 02 Mar 2021
Balancing Rational and Other-Regarding Preferences in Cooperative-Competitive Environments Dmitry Ivanov Vladimir Egorov A. Shpilman 57 5 0 24 Feb 2021
Credit Assignment with Meta-Policy Gradient for Multi-Agent Reinforcement Learning Jianzhun Shao Hongchang Zhang Yuhang Jiang Shuncheng He Xiangyang Ji 79 5 0 24 Feb 2021
RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents Wei Qiu Xinrun Wang Runsheng Yu Xu He Rongpin Wang Bo An S. Obraztsova Zinovi Rabinovich 89 51 0 16 Feb 2021
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Wei-Fang Sun Cheng-Kuang Lee Chun-Yi Lee OffRL 68 49 0 16 Feb 2021
Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning Xiaoteng Ma Yiqin Yang Chenghao Li Yiwen Lu Qianchuan Zhao Yang Jun 104 14 0 10 Feb 2021
Contrasting Centralized and Decentralized Critics in Multi-Agent Reinforcement Learning Xueguang Lyu Yuchen Xiao Brett Daley Chris Amato OffRL 64 106 0 08 Feb 2021
Rethinking the Implementation Tricks and Monotonicity Constraint in Cooperative Multi-Agent Reinforcement Learning Jian Hu Siyang Jiang Seth Austin Harding Haibin Wu Shihua Liao 207 91 0 06 Feb 2021
QVMix and QVMix-Max: Extending the Deep Quality-Value Family of Algorithms to Cooperative Multi-Agent Reinforcement Learning Pascal Leroy D. Ernst Pierre Geurts Gilles Louppe J. Pisane M. Sabatelli 53 6 0 22 Dec 2020
Emergent Road Rules In Multi-Agent Driving Environments Avik Pal Jonah Philion Yuan-Hong Liao Sanja Fidler 79 11 0 21 Nov 2020
Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge? Christian Schroeder de Witt Tarun Gupta Denys Makoviichuk Viktor Makoviychuk Philip Torr Mingfei Sun Shimon Whiteson 92 346 0 18 Nov 2020
Scalable Reinforcement Learning Policies for Multi-Agent Control Christopher D. Hsu Heejin Jeong George J. Pappas Pratik Chaudhari 68 35 0 16 Nov 2020
Moving Forward in Formation: A Decentralized Hierarchical Learning Approach to Multi-Agent Moving Together Shanqi Liu Licheng Wen Jinhao Cui Xuemeng Yang Junjie Cao Yong Liu 48 9 0 04 Nov 2020
Succinct and Robust Multi-Agent Communication With Temporal Message Control Shanghang Zhang Jieyu Lin Qi Zhang 105 57 0 27 Oct 2020
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving Ming Zhou Jun Luo Julian Villela Yaodong Yang David Rusu ... H. Ammar Hongbo Zhang Wulong Liu Jianye Hao Jun Wang 187 198 0 19 Oct 2020
Multi-Agent Collaboration via Reward Attribution Decomposition Tianjun Zhang Huazhe Xu Xiaolong Wang Yi Wu Kurt Keutzer Joseph E. Gonzalez Yuandong Tian 73 40 0 16 Oct 2020
Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning Navid Naderializadeh Fan Hung S. Soleyman D. Khosla 58 28 0 09 Oct 2020
UneVEn: Universal Value Exploration for Multi-Agent Reinforcement Learning Tarun Gupta Anuj Mahajan Bei Peng Wendelin Bohmer Shimon Whiteson OffRL 123 50 0 06 Oct 2020
RODE: Learning Roles to Decompose Multi-Agent Tasks Tonghan Wang Tarun Gupta Anuj Mahajan Bei Peng Shimon Whiteson Chongjie Zhang OffRL 118 211 0 04 Oct 2020
QR-MIX: Distributional Value Function Factorisation for Cooperative Multi-Agent Reinforcement Learning Jian Hu Seth Austin Harding Haibin Wu Siyue Hu Shih-Wei Liao 89 9 0 09 Sep 2020
PAC Reinforcement Learning Algorithm for General-Sum Markov Games A. Zehfroosh H. Tanner 53 3 0 05 Sep 2020
BGC: Multi-Agent Group Belief with Graph Clustering Tianze Zhou Fubiao Zhang Pan Tang Chenfei Wang 28 1 0 20 Aug 2020
QPLEX: Duplex Dueling Multi-Agent Q-Learning Jianhao Wang Zhizhou Ren Terry Liu Yang Yu Chongjie Zhang OffRL 150 458 0 03 Aug 2020
Off-Policy Multi-Agent Decomposed Policy Gradients Yihan Wang Beining Han Tonghan Wang Heng Dong Chongjie Zhang 102 181 0 24 Jul 2020
Value-Decomposition Multi-Agent Actor-Critics Jianyu Su Stephen C. Adams Peter A. Beling 135 106 0 24 Jul 2020
Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning Meng Zhou Ziyu Liu Pengwei Sui Yixuan Li Yuk Ying Chung 72 27 0 06 Jul 2020
Reward Machines for Cooperative Multi-Agent Reinforcement Learning Cyrus Neary Zhe Xu Bo Wu Ufuk Topcu 89 47 0 03 Jul 2020
QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning Kyunghwan Son SungSoo Ahn Roben Delos Reyes Jinwoo Shin Yung Yi OffRL 62 2 0 22 Jun 2020
Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Gregory Farquhar Bei Peng Shimon Whiteson 141 359 0 18 Jun 2020
Human and Multi-Agent collaboration in a human-MARL teaming framework N. Navidi Francois Chabot Sagar Kurandwad Irv Lustigman Vincent Robert Gregory Szriftgiser Andrea Schuch 35 2 0 12 Jun 2020
Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning Shariq Iqbal Christian Schroeder de Witt Bei Peng Wendelin Bohmer Shimon Whiteson Fei Sha 92 68 0 07 Jun 2020
Logical Team Q-learning: An approach towards factored policies in cooperative MARL Lucas Cassano Ali H. Sayed OffRL 81 3 0 05 Jun 2020
A Maximum Mutual Information Framework for Multi-Agent Reinforcement Learning Woojun Kim Whiyoung Jung Myungsik Cho Y. Sung 52 13 0 04 Jun 2020
Multi-Agent Determinantal Q-Learning Yaodong Yang Ying Wen Lihuan Chen Jun Wang Kun Shao D. Mguni Weinan Zhang 114 73 0 02 Jun 2020
Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization Jianhao Wang Zhizhou Ren Beining Han Jianing Ye Chongjie Zhang OffRL 125 35 0 31 May 2020
Variational Policy Propagation for Multi-agent Reinforcement Learning Chao Qu Hui Li Chang-rui Liu Junwu Xiong James Y. Zhang Wei Chu Weiqiang Wang Yuan Qi L. Song 55 0 0 19 Apr 2020
Mimicking Evolution with Reinforcement Learning João Abrantes A. Abrantes F. Oliehoek 28 2 0 31 Mar 2020