Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents

23 February 2018

Tong Zhang

Papers citing "Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents"

26 / 76 papers shown

Title
PowerNet: Multi-agent Deep Reinforcement Learning for Scalable Powergrid Control Dong Chen Kaian Chen Tianshu Chu Rui Yao F. Qiu Kaixiang Lin 30 64 0 24 Nov 2020
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving Ming Zhou Jun-Jie Luo Julian Villela Yaodong Yang David Rusu ... H. Ammar Hongbo Zhang Wulong Liu Jianye Hao Jun Wang 134 193 0 19 Oct 2020
RODE: Learning Roles to Decompose Multi-Agent Tasks Tonghan Wang Tarun Gupta Anuj Mahajan Bei Peng Shimon Whiteson Chongjie Zhang OffRL 14 202 0 04 Oct 2020
Off-Policy Multi-Agent Decomposed Policy Gradients Yihan Wang Beining Han Tonghan Wang Heng Dong Chongjie Zhang 19 174 0 24 Jul 2020
Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity K. Zhang Sham Kakade Tamer Bacsar Lin F. Yang 39 119 0 15 Jul 2020
Breaking the Curse of Many Agents: Provable Mean Embedding Q-Iteration for Mean-Field Reinforcement Learning Lingxiao Wang Zhuoran Yang Zhaoran Wang 18 26 0 21 Jun 2020
Cooperative Multi-Agent Reinforcement Learning with Partial Observations Yan Zhang Michael M. Zavlanos OffRL 22 22 0 18 Jun 2020
Scalable Multi-Agent Reinforcement Learning for Networked Systems with Average Reward Guannan Qu Yiheng Lin Adam Wierman Na Li 10 69 0 11 Jun 2020
Multi-Agent Reinforcement Learning in Stochastic Networked Systems Yiheng Lin Guannan Qu Longbo Huang Adam Wierman 16 38 0 11 Jun 2020
Natural Actor-Critic Converges Globally for Hierarchical Linear Quadratic Regulator Yuwei Luo Zhuoran Yang Zhaoran Wang Mladen Kolar 26 9 0 14 Dec 2019
Scalable Reinforcement Learning for Multi-Agent Networked Systems Guannan Qu Adam Wierman Na Li 14 31 0 05 Dec 2019
Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms K. Zhang Zhuoran Yang Tamer Basar 36 1,178 0 24 Nov 2019
Non-Cooperative Inverse Reinforcement Learning Xiangyuan Zhang K. Zhang Erik Miehling Tamer Basar 6 22 0 03 Nov 2019
On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation Harshat Kumar Alec Koppel Alejandro Ribeiro 99 79 0 18 Oct 2019
Multi-Agent Actor-Critic with Hierarchical Graph Attention Network Heechang Ryu Hayong Shin Jinkyoo Park 9 114 0 27 Sep 2019
A Review of Cooperative Multi-Agent Deep Reinforcement Learning Afshin Oroojlooyjadid Davood Hajinezhad 40 408 0 11 Aug 2019
Finite-Time Performance of Distributed Temporal Difference Learning with Linear Function Approximation Thinh T. Doan S. T. Maguluri J. Romberg 14 40 0 25 Jul 2019
Global Convergence of Policy Gradient Methods to (Almost) Locally Optimal Policies K. Zhang Alec Koppel Haoqi Zhu Tamer Basar 28 186 0 19 Jun 2019
Policy Optimization Provably Converges to Nash Equilibria in Zero-Sum Linear Quadratic Games K. Zhang Zhuoran Yang Tamer Basar 13 125 0 31 May 2019
Leveraging Communication Topologies Between Learning Agents in Deep Reinforcement Learning D. Adjodah D. Calacci Abhimanyu Dubey Anirudh Goyal P. Krafft Esteban Moro Egido Alex Pentland AI4CE 14 8 0 16 Feb 2019
A Deep Recurrent Q Network towards Self-adapting Distributed Microservices architecture Basel Magableh 18 15 0 13 Jan 2019
Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning Tianyi Chen K. Zhang G. Giannakis Tamer Basar OffRL 16 41 0 07 Dec 2018
Graph Convolutional Reinforcement Learning Jiechuan Jiang Chen Dun Tiejun Huang Zongqing Lu GNN 11 335 0 22 Oct 2018
CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning Jiachen Yang A. Nakhaei David Isele K. Fujimura H. Zha 18 75 0 13 Sep 2018
Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization Hoi-To Wai Zhuoran Yang Zhaoran Wang Mingyi Hong 20 169 0 03 Jun 2018
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Nantas Nardelli Gregory Farquhar Triantafyllos Afouras Philip H. S. Torr Pushmeet Kohli Shimon Whiteson OffRL 109 595 0 28 Feb 2017