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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"

50 / 1,627 papers shown

Title
Opponent-aware Role-based Learning in Team Competitive Markov Games Paramita Koley Aurghya Maiti Niloy Ganguly Sourangshu Bhattacharya 77 1 0 14 Jan 2023
TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Problems Matteo Gallici Mario Martin Ivan Masmitja OffRL 33 10 0 13 Jan 2023
Learning to Control and Coordinate Mixed Traffic Through Robot Vehicles at Complex and Unsignalized Intersections Dawei Wang Weizi Li Lei Zhu Jia Pan 76 16 0 12 Jan 2023
SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning Maxwell Standen Junae Kim Claudia Szabo AAML 73 6 0 11 Jan 2023
Actor-Director-Critic: A Novel Deep Reinforcement Learning Framework Zongwei Liu Yonghong Song Yuanlin Zhang OffRL 84 3 0 10 Jan 2023
Multi-Agent Reinforcement Learning for Fast-Timescale Demand Response of Residential Loads Vincent Mai Philippe Maisonneuve Tianyu Zhang Hadi Nekoei Liam Paull Antoine Lesage-Landry AI4CE 52 5 0 06 Jan 2023
Self-Motivated Multi-Agent Exploration Shaowei Zhang Jiahan Cao Lei Yuan Yang Yu De-Chuan Zhan 96 5 0 05 Jan 2023
Scalable Communication for Multi-Agent Reinforcement Learning via Transformer-Based Email Mechanism Xudong Guo Daming Shi Wenhui Fan 63 6 0 05 Jan 2023
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability Thomy Phan Fabian Ritz Philipp Altmann Maximilian Zorn Jonas Nusslein Michael Kolle Thomas Gabor Claudia Linnhoff-Popien 119 12 0 04 Jan 2023
Emergent collective intelligence from massive-agent cooperation and competition H. Chen Stone Tao Jiaxin Chen Weihan Shen Xihui Li Chenghui Yu Sikai Cheng Xiaolong Zhu Xiu Li 37 4 0 04 Jan 2023
Distributed Machine Learning for UAV Swarms: Computing, Sensing, and Semantics Yahao Ding Zhaohui Yang Quoc-Viet Pham Zhaoyang Zhang M. Shikh-Bahaei 86 38 0 03 Jan 2023
Efficient Robustness Assessment via Adversarial Spatial-Temporal Focus on Videos Xingxing Wei Songping Wang Huanqian Yan AAML 109 20 0 03 Jan 2023
Asynchronous Hybrid Reinforcement Learning for Latency and Reliability Optimization in the Metaverse over Wireless Communications Wen-li Yu Terence Jie Chua Jun Zhao OffRL 83 23 0 30 Dec 2022
Learning Individual Policies in Large Multi-agent Systems through Local Variance Minimization Tanvi Verma Pradeep Varakantham 56 0 0 27 Dec 2022
AdverSAR: Adversarial Search and Rescue via Multi-Agent Reinforcement Learning A. Rahman Arnab Bhattacharya Thiagarajan Ramachandran Sayak Mukherjee Himanshu Sharma Ted Fujimoto Samrat Chatterjee 67 6 0 20 Dec 2022
Learning Latent Representations to Co-Adapt to Humans Sagar Parekh Dylan P. Losey 94 12 0 19 Dec 2022
Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning Sayak Mukherjee Ramij-Raja Hossain Yuan Liu W. Du Veronica Adetola Sheik M. Mohiuddin Qiuhua Huang Tianzhixi Yin Ankit Singhal 56 5 0 17 Dec 2022
An Energy-aware and Fault-tolerant Deep Reinforcement Learning based approach for Multi-agent Patrolling Problems C. Tong Aaron Harwood Maria A. Rodriguez Richard Sinnott 43 2 0 16 Dec 2022
Distributed-Training-and-Execution Multi-Agent Reinforcement Learning for Power Control in HetNet Kaidi Xu Nguyen Van Huynh Geoffrey Ye Li 27 11 0 15 Dec 2022
Emergent Behaviors in Multi-Agent Target Acquisition P. Sharma Erin G. Zaroukian Derrik E. Asher Bryson Howell 104 1 0 15 Dec 2022
Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management Yuandong Ding Ming Feng Guozi Liu Wei Jiang Wei Shen Li Zhao Lei Song Houqiang Li Yan Jin Jiang Bian 73 16 0 15 Dec 2022
Adaptive Multi-Agent Continuous Learning System Xingyu Qian Aximu Yuemaier Longfei Liang Wen-Chi Yang Xiaogang Chen Shunfen Li Weibang Dai Zhitang Song 39 0 0 15 Dec 2022
SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning Benjamin Ellis Jonathan Cook S. Moalla Mikayel Samvelyan Mingfei Sun Anuj Mahajan Jakob N. Foerster Shimon Whiteson 138 94 0 14 Dec 2022
Hierarchical Strategies for Cooperative Multi-Agent Reinforcement Learning M. Ibrahim Ammar Fayad 69 1 0 14 Dec 2022
Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems Tobias Enders James Harrison Marco Pavone Maximilian Schiffer 75 25 0 14 Dec 2022
Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems Xin Liu Honghao Wei Lei Ying 119 6 0 13 Dec 2022
Effects of Spectral Normalization in Multi-agent Reinforcement Learning K. Mehta Anuj Mahajan Kiran Ravish 79 7 0 10 Dec 2022
What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning? Songyang Han Sanbao Su Sihong He Shuo Han Haizhao Yang Shaofeng Zou Fei Miao AAML 95 25 0 06 Dec 2022
Learning Locally, Communicating Globally: Reinforcement Learning of Multi-robot Task Allocation for Cooperative Transport Kazuki Shibata Tomohiko Jimbo Tadashi Odashima Keisuke Takeshita Takamitsu Matsubara OffRL 66 11 0 06 Dec 2022
E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance C. Chang Ni Mu Jiajun Wu Ling Pan Huazhe Xu 90 7 0 05 Dec 2022
Multi Agent Path Finding using Evolutionary Game Theory Sheryl Paul Jyotirmoy V. Deshmukh 78 4 0 05 Dec 2022
Deep reinforcement learning of event-triggered communication and consensus-based control for distributed cooperative transport Kazuki Shibata Tomohiko Jimbo Takamitsu Matsubara 57 11 0 05 Dec 2022
DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning Tingting Yuan Hwei-Ming Chung Jie Yuan Xiaoming Fu 84 14 0 03 Dec 2022
A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems Clement Ruah Osvaldo Simeone Bashir M. Al-Hashimi 220 29 0 02 Dec 2022
Decision Market Based Learning For Multi-agent Contextual Bandit Problems Wenlong Wang T. Pfeiffer 80 1 0 01 Dec 2022
Distributed Deep Reinforcement Learning: A Survey and A Multi-Player Multi-Agent Learning Toolbox Qiyue Yin Tongtong Yu S. Shen Jun Yang Meijing Zhao Kaiqi Huang Bin Liang Liangsheng Wang OffRL 78 13 0 01 Dec 2022
Towards True Lossless Sparse Communication in Multi-Agent Systems Seth Karten Mycal Tucker Siva Kailas Katia Sycara 80 4 0 30 Nov 2022
Global Convergence of Localized Policy Iteration in Networked Multi-Agent Reinforcement Learning Yizhou Zhang Guannan Qu Pan Xu Yiheng Lin Zaiwei Chen Adam Wierman 96 26 0 30 Nov 2022
Multi-Agent Reinforcement Learning for Microprocessor Design Space Exploration Srivatsan Krishnan Natasha Jaques Shayegan Omidshafiei Dan Zhang Izzeddin Gur Vijay Janapa Reddi Aleksandra Faust 84 2 0 29 Nov 2022
Interpreting Primal-Dual Algorithms for Constrained Multiagent Reinforcement Learning Daniel Tabas Ahmed S. Zamzam Baosen Zhang 48 0 0 29 Nov 2022
ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency Chuming Li Jie Liu Yinmin Zhang Yuhong Wei Yazhe Niu Yaodong Yang Y. Liu Wanli Ouyang 89 26 0 29 Nov 2022
CLAS: Coordinating Multi-Robot Manipulation with Central Latent Action Spaces Elie Aljalbout Maximilian Karl Patrick van der Smagt 75 5 0 28 Nov 2022
Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning Qiangxing Tian Kun Kuang Furui Liu Baoxiang Wang OffRL 75 11 0 28 Nov 2022
Discovering Generalizable Spatial Goal Representations via Graph-based Active Reward Learning Aviv Netanyahu Tianmin Shu J. Tenenbaum Pulkit Agrawal 49 5 0 24 Nov 2022
Melting Pot 2.0 J. Agapiou A. Vezhnevets Edgar A. Duénez-Guzmán Jayd Matyas Yiran Mao ... Sukhdeep Singh Julia Haas Igor Mordatch D. Mobbs Joel Z Leibo 131 34 0 24 Nov 2022
Double Deep Q-Learning in Opponent Modeling Yangtianze Tao J. Doe 52 3 0 24 Nov 2022
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition Shunyu Liu Yihe Zhou Mingli Song Tongya Zheng Kaixuan Chen Tongtian Zhu Zunlei Feng Mingli Song 79 23 0 23 Nov 2022
A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract) Li Huang Nai-Zen Hseuh Yen-Che Chien Wei-Yao Wang Kuang-Da Wang Wenxia Peng OffRL 47 6 0 22 Nov 2022
Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning Lipeng Wan Zeyang Liu Xingyu Chen Xuguang Lan Han Wang 102 12 0 22 Nov 2022
Learning-based social coordination to improve safety and robustness of cooperative autonomous vehicles in mixed traffic Rodolfo Valiente Behrad Toghi Mahdi Razzaghpour Ramtin Pedarsani Y. P. Fallah 70 5 0 22 Nov 2022