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Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments

7 June 2017

Pieter Abbeel

Papers citing "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

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Title
Context-Aware Sparse Deep Coordination Graphs Tonghan Wang Liang Zeng Weijun Dong Qianlan Yang Yang Yu Chongjie Zhang 89 34 0 05 Jun 2021
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning Ming Zhou Bo Liu Hanjing Wang Muning Wen Runzhe Wu Ying Wen Yaodong Yang Weinan Zhang Jun Wang OffRL 61 49 0 05 Jun 2021
Celebrating Diversity in Shared Multi-Agent Reinforcement Learning Chenghao Li Tonghan Wang Chengjie Wu Qianchuan Zhao Jun Yang Chongjie Zhang 72 146 0 04 Jun 2021
Cooperative Multi-Agent Transfer Learning with Level-Adaptive Credit Assignment Tianze Zhou Fubiao Zhang Kun Shao Kai Li Wenhan Huang ... Hangyu Mao Bin Wang Dong Li Wulong Liu Jianye Hao 82 17 0 01 Jun 2021
Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning Jiahui Li Kun Kuang Baoxiang Wang Furui Liu Long Chen Leilei Gan Jun Xiao OffRL 129 66 0 01 Jun 2021
Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning Anuj Mahajan Mikayel Samvelyan Lei Mao Viktor Makoviychuk Animesh Garg Jean Kossaifi Shimon Whiteson Yuke Zhu Anima Anandkumar 97 33 0 31 May 2021
SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning Jianhong Wang Yuan Zhang Yunjie Gu Tae-Kyun Kim OffRL FAtt 74 23 0 31 May 2021
MARL with General Utilities via Decentralized Shadow Reward Actor-Critic Junyu Zhang Amrit Singh Bedi Mengdi Wang Alec Koppel 59 8 0 29 May 2021
From Motor Control to Team Play in Simulated Humanoid Football Siqi Liu Guy Lever Zhe Wang J. Merel S. M. Ali Eslami ... Tuomas Haarnoja Brendan D. Tracey K. Tuyls T. Graepel N. Heess 118 134 0 25 May 2021
Unbiased Asymmetric Reinforcement Learning under Partial Observability Andrea Baisero Chris Amato OffRL 61 21 0 25 May 2021
KnowSR: Knowledge Sharing among Homogeneous Agents in Multi-agent Reinforcement Learning Zijian Gao Kele Xu Bo Ding Huaimin Wang Yiying Li Hongda Jia 394 2 0 25 May 2021
Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication Won Joon Yun Byungju Lim Soyi Jung Young-Chai Ko Jihong Park Joongheon Kim M. Bennis 87 36 0 22 May 2021
Scalable Multirobot Planning for Informed Spatial Sampling Sandeep Manjanna M. A. Hsieh Gregory Dudek 34 10 0 20 May 2021
Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms Xiaocheng Tang Fan Zhang Zhiwei Qin Yansheng Wang D. Shi Bingchen Song Yongxin Tong Hongtu Zhu Jieping Ye OffRL 54 48 0 18 May 2021
Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition Bo Liu Qiang Liu Peter Stone Animesh Garg Yuke Zhu Anima Anandkumar 108 50 0 18 May 2021
Permutation Invariant Policy Optimization for Mean-Field Multi-Agent Reinforcement Learning: A Principled Approach Yan Li Lingxiao Wang Jiachen Yang Ethan Wang Zhaoran Wang T. Zhao H. Zha 62 22 0 18 May 2021
Emergent Prosociality in Multi-Agent Games Through Gifting Woodrow Z. Wang M. Beliaev Erdem Biyik Daniel A. Lazar Ramtin Pedarsani Dorsa Sadigh AI4CE 87 25 0 13 May 2021
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
Hierarchical RNNs-Based Transformers MADDPG for Mixed Cooperative-Competitive Environments Xiaolong Wei Lifang Yang Xianglin Huang Gang Cao Zhulin Tao Zhengyang Du Jing An 53 6 0 11 May 2021
Scalable, Decentralized Multi-Agent Reinforcement Learning Methods Inspired by Stigmergy and Ant Colonies Austin Nguyen 40 1 0 08 May 2021
Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts Weinan Zhang Xihuai Wang Jian Shen Ming Zhou 96 36 0 07 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
Reinforcement Learning for Ridesharing: An Extended Survey Zhiwei Qin Hongtu Zhu Jieping Ye 167 88 0 03 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
Searching with Opponent-Awareness Timy Phan 37 0 0 21 Apr 2021
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Zhenning Li Hao Yu Guohui Zhang Shangjia Dong Cheng-Zhong Xu 54 111 0 20 Apr 2021
Agent-Centric Representations for Multi-Agent Reinforcement Learning Wenling Shang L. Espeholt Anton Raichuk Tim Salimans EgoV 55 10 0 19 Apr 2021
Joint Attention for Multi-Agent Coordination and Social Learning Dennis Lee Natasha Jaques Chase Kew Jiaxing Wu Douglas Eck Dale Schuurmans Aleksandra Faust 55 8 0 15 Apr 2021
Multi-Agent Reinforcement Learning Based Coded Computation for Mobile Ad Hoc Computing Baoqian Wang Junfei Xie K. Lu Yan Wan Shengli Fu 26 5 0 15 Apr 2021
GridToPix: Training Embodied Agents with Minimal Supervision Unnat Jain Iou-Jen Liu Svetlana Lazebnik Aniruddha Kembhavi Luca Weihs Alex Schwing 114 23 0 14 Apr 2021
Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning Yuan Pu Shaochen Wang Rui Yang Xin Yao Bin Li 84 19 0 14 Apr 2021
Two-stage training algorithm for AI robot soccer Taeyoung Kim L. Vecchietti Kyujin Choi Sanem Sariel Dongsoo Har 120 7 0 13 Apr 2021
Bi-level Off-policy Reinforcement Learning for Volt/VAR Control Involving Continuous and Discrete Devices Haotian Liu Wenchuan Wu OffRL 28 7 0 13 Apr 2021
A coevolutionary approach to deep multi-agent reinforcement learning Daan Klijn A. E. Eiben 58 8 0 12 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 52 0 0 05 Apr 2021
A Dynamics Perspective of Pursuit-Evasion Games of Intelligent Agents with the Ability to Learn Hao Xiong Huanhui Cao Lin Zhang Wenjie Lu 26 3 0 03 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
Shaping Advice in Deep Multi-Agent Reinforcement Learning Baicen Xiao Bhaskar Ramasubramanian Radha Poovendran 34 5 0 29 Mar 2021
Joint Resource Management for MC-NOMA: A Deep Reinforcement Learning Approach Shaoyang Wang Tiejun Lv Wei Ni N. Beaulieu Y. Guo 32 46 0 29 Mar 2021
Deep reinforcement learning of event-triggered communication and control for multi-agent cooperative transport Kazuki Shibata Tomohiko Jimbo Takamitsu Matsubara 46 20 0 29 Mar 2021
KnowRU: Knowledge Reusing via Knowledge Distillation in Multi-agent Reinforcement Learning Zijian Gao Kele Xu Bo Ding Huaimin Wang Yiying Li Hongda Jia 75 15 0 27 Mar 2021
Spatial Intention Maps for Multi-Agent Mobile Manipulation Jimmy Wu Xingyuan Sun Andy Zeng Shuran Song Szymon Rusinkiewicz Thomas Funkhouser 86 25 0 23 Mar 2021
Safe Multi-Agent Reinforcement Learning through Decentralized Multiple Control Barrier Functions Zhiyuan Cai Huanhui Cao Wenjie Lu Lin Zhang Hao Xiong 40 27 0 23 Mar 2021
Learning to Robustly Negotiate Bi-Directional Lane Usage in High-Conflict Driving Scenarios Christoph Killing Adam R. Villaflor John M. Dolan 62 5 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
Local Patch AutoAugment with Multi-Agent Collaboration Shiqi Lin Tao Yu Ruoyu Feng Xin Li Xin Jin Zhibo Chen 49 16 0 20 Mar 2021
Decentralized Reinforcement Learning for Multi-Target Search and Detection by a Team of Drones Roi Yehoshua Juan Heredia Juesas Yushu Wu Chris Amato J. Martinez-Lorenzo 26 2 0 17 Mar 2021