Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games

29 March 2017

Jun Wang

Papers citing "Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games"

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Title
Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Dapeng Li Bin Zhang Yuan Zhan Yunru Bai Guoliang Fan OffRL 27 7 0 20 Apr 2022
Reinforcement learning on graphs: A survey Mingshuo Nie Dongming Chen Dongqi Wang 39 45 0 13 Apr 2022
UNMAS: Multi-Agent Reinforcement Learning for Unshaped Cooperative Scenarios Jiajun Chai Weifan Li Yuanheng Zhu Dongbin Zhao Zhe Ma Kewu Sun Jishiyu Ding 33 43 0 28 Mar 2022
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Coach-assisted Multi-Agent Reinforcement Learning Framework for Unexpected Crashed Agents Jian Zhao Youpeng Zhao Weixun Wang Mingyu Yang Xu Hu Wen-gang Zhou Jianye Hao Houqiang Li 15 7 0 16 Mar 2022
CTDS: Centralized Teacher with Decentralized Student for Multi-Agent Reinforcement Learning Jian Zhao Xu Hu Mingyu Yang Wen-gang Zhou Jiangcheng Zhu Houqiang Li OffRL 25 16 0 16 Mar 2022
Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation Donghan Xie Zhi Wang Chunlin Chen D. Dong OffRL 31 8 0 06 Mar 2022
A Decentralized Communication Framework based on Dual-Level Recurrence for Multi-Agent Reinforcement Learning Jingchen Li Haobin Shi Kao-Shing Hwang 10 3 0 22 Feb 2022
Communication-Efficient Actor-Critic Methods for Homogeneous Markov Games Dingyang Chen Yile Li Qi Zhang OffRL 21 10 0 18 Feb 2022
Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization Dianbo Liu Alex Lamb Xu Ji Pascal Junior Tikeng Notsawo Michael C. Mozer Yoshua Bengio Kenji Kawaguchi 19 14 0 02 Feb 2022
FCMNet: Full Communication Memory Net for Team-Level Cooperation in Multi-Agent Systems Yutong Wang Guillaume Sartoretti 25 8 0 28 Jan 2022
CGIBNet: Bandwidth-constrained Communication with Graph Information Bottleneck in Multi-Agent Reinforcement Learning Qi Tian Kun Kuang Baoxiang Wang Furui Liu Fei Wu 26 0 0 20 Dec 2021
LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning D. Mguni Taher Jafferjee Jianhong Wang Oliver Slumbers Nicolas Perez Nieves Feifei Tong Yang Li Jiangcheng Zhu Yaodong Yang Jun Wang 45 18 0 05 Dec 2021
DESTA: A Framework for Safe Reinforcement Learning with Markov Games of Intervention D. Mguni Usman Islam Taher Jafferjee Xiuling Zhang Joel Jennings Aivar Sootla Changmin Yu Ziyan Wang Jun Wang Yaodong Yang OffRL 26 7 0 27 Oct 2021
HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism Zhiwei Xu Yunpeng Bai Bin Zhang Dapeng Li Guoliang Fan 22 23 0 14 Oct 2021
AB-Mapper: Attention and BicNet Based Multi-agent Path Finding for Dynamic Crowded Environment Huifeng Guan Yuan Gao Ming Zhao Yong Yang Fuqin Deng Tin Lun Lam 35 2 0 02 Oct 2021
Revisiting the Characteristics of Stochastic Gradient Noise and Dynamics Yixin Wu Rui Luo Chen Zhang Jun Wang Yaodong Yang 51 7 0 20 Sep 2021
On the Complexity of Computing Markov Perfect Equilibrium in General-Sum Stochastic Games Xiaotie Deng Ningyuan Li D. Mguni Jun Wang Yaodong Yang 21 46 0 04 Sep 2021
Heterogeneous Graph Attention Networks for Learning Diverse Communication Esmaeil Seraj Zheyuan Wang Rohan R. Paleja Matt B Sklar Anirudh Patel Matthew C. Gombolay 32 19 0 21 Aug 2021
Decentralized Multi-AGV Task Allocation based on Multi-Agent Reinforcement Learning with Information Potential Field Rewards Mengyuan Li Bin Guo Jiangshan Zhang Jiaqi Liu Sicong Liu Zhiwen Yu Zhetao Li Liyao Xiang 27 12 0 16 Aug 2021
Collaborative Visual Navigation Haiyang Wang Wenguan Wang Xizhou Zhu Jifeng Dai Liwei Wang EgoV 34 20 0 02 Jul 2021
Deep Multiagent Reinforcement Learning: Challenges and Directions Annie Wong Thomas Bäck Anna V. Kononova Aske Plaat AI4CE 34 88 0 29 Jun 2021
MMD-MIX: Value Function Factorisation with Maximum Mean Discrepancy for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Dapeng Li Yunpeng Bai Guoliang Fan 16 11 0 22 Jun 2021
A Game-Theoretic Approach to Multi-Agent Trust Region Optimization Ying Wen Hui Chen Yaodong Yang Zheng Tian Minne Li Xu Chen Jun Wang 38 11 0 12 Jun 2021
Learning to Optimize Industry-Scale Dynamic Pickup and Delivery Problems Xijun Li Weilin Luo Mingxuan Yuan Jun Wang Jiawen Lu Jie Wang Jinhu Lu Jia Zeng 21 40 0 27 May 2021
Learning to Coordinate via Multiple Graph Neural Networks Zhiwei Xu Bin Zhang Yunpeng Bai Dapeng Li Guoliang Fan GNN AI4CE 29 8 0 08 Apr 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 24 45 0 16 Mar 2021
Learning Emergent Discrete Message Communication for Cooperative Reinforcement Learning Sheng Li Yutai Zhou R. Allen Mykel J. Kochenderfer 34 13 0 24 Feb 2021
Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent Learning Systems Yaodong Yang Jun Luo Ying Wen Oliver Slumbers D. Graves H. Ammar Jun Wang Matthew E. Taylor 21 35 0 15 Feb 2021
UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers Siyi Hu Fengda Zhu Xiaojun Chang Xiaodan Liang OffRL 37 71 0 20 Jan 2021
HAMMER: Multi-Level Coordination of Reinforcement Learning Agents via Learned Messaging Nikunj Gupta G. Srinivasaraghavan S. Mohalik Nishant Kumar Matthew E. Taylor 24 15 0 18 Jan 2021
Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning over Noisy Channels Tze-Yang Tung S. Kobus Joan S. Pujol Roig Deniz Gunduz 36 2 0 02 Jan 2021
SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II Xiangjun Wang Junxiao Song Penghui Qi Peng Peng Zhenkun Tang ... Xiongjun Pi Jujie He Chao Gao Haitao Long Quan Yuan 16 40 0 24 Dec 2020
Specializing Inter-Agent Communication in Heterogeneous Multi-Agent Reinforcement Learning using Agent Class Information Douglas De Rizzo Meneghetti Reinaldo A. C. Bianchi AI4CE 24 0 0 14 Dec 2020
Learning Multi-Arm Manipulation Through Collaborative Teleoperation Albert Tung J. Wong Ajay Mandlekar Roberto Martín-Martín Yuke Zhu Li Fei-Fei Silvio Savarese 30 48 0 12 Dec 2020
Com-DDPG: A Multiagent Reinforcement Learning-based Offloading Strategy for Mobile Edge Computing Honghao Gao Xuejie Wang Xiaojin Ma Wei Wei S. Mumtaz 9 7 0 09 Dec 2020
Succinct and Robust Multi-Agent Communication With Temporal Message Control S. Zhang Jieyu Lin Qi Zhang 24 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 139 193 0 19 Oct 2020
Multi-Agent Trust Region Policy Optimization Hepeng Li Haibo He 21 40 0 15 Oct 2020
Event-Triggered Multi-agent Reinforcement Learning with Communication under Limited-bandwidth Constraint Guangzhen Hu Yuanheng Zhu Dongbin Zhao Mengchen Zhao Jianye Hao 19 17 0 10 Oct 2020
Correcting Experience Replay for Multi-Agent Communication S. Ahilan Peter Dayan 22 10 0 02 Oct 2020
Towards Heterogeneous Multi-Agent Reinforcement Learning with Graph Neural Networks Douglas De Rizzo Meneghetti Reinaldo A. C. Bianchi 22 9 0 28 Sep 2020
Value-Decomposition Multi-Agent Actor-Critics Jianyu Su Stephen C. Adams Peter A. Beling 68 101 0 24 Jul 2020
A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks Unnat Jain Luca Weihs Eric Kolve Ali Farhadi Svetlana Lazebnik Aniruddha Kembhavi A. Schwing 23 55 0 09 Jul 2020
Efficient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning Oscar de Lima Hansal Shah Ting-Sheng Chu Brian Fogelson 32 11 0 18 Jun 2020
ForMIC: Foraging via Multiagent RL with Implicit Communication Samuel Shaw Emerson Wenzel Alexis Walker Guillaume Sartoretti OffRL 16 7 0 15 Jun 2020
Multi-Agent Determinantal Q-Learning Yaodong Yang Ying Wen Lihuan Chen Jun Wang Kun Shao D. Mguni Weinan Zhang 26 71 0 02 Jun 2020
When2com: Multi-Agent Perception via Communication Graph Grouping Yen-Cheng Liu Junjiao Tian Nathan Glaser Z. Kira AI4CE 22 205 0 30 May 2020
Delay-Aware Multi-Agent Reinforcement Learning for Cooperative and Competitive Environments Baiming Chen Mengdi Xu Zuxin Liu Liang-Sheng Li Ding Zhao 9 37 0 11 May 2020
F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning Wenhao Li Bo Jin Xiangfeng Wang Junchi Yan H. Zha 25 21 0 17 Apr 2020