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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"

40 / 240 papers shown

Title
Distributed Learning in the Non-Convex World: From Batch to Streaming Data, and Beyond Tsung-Hui Chang Mingyi Hong Hoi-To Wai Xinwei Zhang Songtao Lu GNN 63 13 0 14 Jan 2020
Distributed Reinforcement Learning for Decentralized Linear Quadratic Control: A Derivative-Free Policy Optimization Approach Yingying Li Yujie Tang Runyu Zhang Na Li 107 102 0 19 Dec 2019
Natural Actor-Critic Converges Globally for Hierarchical Linear Quadratic Regulator Yuwei Luo Zhuoran Yang Zhaoran Wang Mladen Kolar 94 9 0 14 Dec 2019
Intelligent Coordination among Multiple Traffic Intersections Using Multi-Agent Reinforcement Learning Ujwal Padam Tewari Vishal Bidawatka Varsha Raveendran Vinay Sudhakaran Shreedhar Kodate Shreeshail Jayanth Prakash Kulkarni 26 5 0 09 Dec 2019
Decentralized Multi-Agent Reinforcement Learning with Networked Agents: Recent Advances Kai Zhang Zhuoran Yang Tamer Basar 71 68 0 09 Dec 2019
Scalable Reinforcement Learning for Multi-Agent Networked Systems Guannan Qu Adam Wierman Na Li 68 35 0 05 Dec 2019
Deep Fictitious Play for Finding Markovian Nash Equilibrium in Multi-Agent Games Jiequn Han Ruimeng Hu 63 45 0 04 Dec 2019
Optimization for Reinforcement Learning: From Single Agent to Cooperative Agents Dong-hwan Lee Niao He Parameswaran Kamalaruban Volkan Cevher 63 89 0 01 Dec 2019
Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms Kai Zhang Zhuoran Yang Tamer Basar 233 1,230 0 24 Nov 2019
Finite-Sample Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation Jun Sun Gang Wang G. Giannakis Qinmin Yang Zaiyue Yang OffRL 88 20 0 03 Nov 2019
Non-Cooperative Inverse Reinforcement Learning Xiangyuan Zhang Kai Zhang Erik Miehling Tamer Basar 97 23 0 03 Nov 2019
On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation Harshat Kumar Alec Koppel Alejandro Ribeiro 171 84 0 18 Oct 2019
Decentralized Multi-Agent Actor-Critic with Generative Inference Kevin Corder Manuel M. Vindiola Keith S. Decker OffRL 46 5 0 07 Oct 2019
Multi-Agent Actor-Critic with Hierarchical Graph Attention Network Heechang Ryu Hayong Shin Jinkyoo Park 60 118 0 27 Sep 2019
Exploiting Fast Decaying and Locality in Multi-Agent MDP with Tree Dependence Structure Guannan Qu Na Li 50 21 0 15 Sep 2019
A Review of Cooperative Multi-Agent Deep Reinforcement Learning Afshin Oroojlooyjadid Davood Hajinezhad 120 437 0 11 Aug 2019
Fast Multi-Agent Temporal-Difference Learning via Homotopy Stochastic Primal-Dual Optimization Dongsheng Ding Xiaohan Wei Zhuoran Yang Zhaoran Wang M. Jovanović 63 15 0 07 Aug 2019
Online Planning for Decentralized Stochastic Control with Partial History Sharing Kai Zhang Erik Miehling Tamer Basar 72 14 0 06 Aug 2019
Finite-Time Performance of Distributed Temporal Difference Learning with Linear Function Approximation Thinh T. Doan S. T. Maguluri Justin Romberg 82 42 0 25 Jul 2019
A Convergence Result for Regularized Actor-Critic Methods Wesley A Suttle Zhuoran Yang Kai Zhang Ji Liu 28 1 0 13 Jul 2019
A Communication-Efficient Multi-Agent Actor-Critic Algorithm for Distributed Reinforcement Learning Yixuan Lin Kai Zhang Zhuoran Yang Zhaoran Wang Tamer Basar Romeil Sandhu Ji Liu 70 35 0 06 Jul 2019
Voting-Based Multi-Agent Reinforcement Learning for Intelligent IoT Yue Xu Zengde Deng Mengdi Wang Wenjun Xu Anthony Man-Cho So Shuguang Cui 52 14 0 02 Jul 2019
Global Convergence of Policy Gradient Methods to (Almost) Locally Optimal Policies Kai Zhang Alec Koppel Haoqi Zhu Tamer Basar 111 191 0 19 Jun 2019
Policy Optimization Provably Converges to Nash Equilibria in Zero-Sum Linear Quadratic Games Kai Zhang Zhuoran Yang Tamer Basar 111 128 0 31 May 2019
Multi-Agent Image Classification via Reinforcement Learning Hossein K. Mousavi M. Nazari Martin Takáč N. Motee 43 26 0 13 May 2019
Distributed off-Policy Actor-Critic Reinforcement Learning with Policy Consensus Yan Zhang Michael M. Zavlanos OffRL 74 47 0 21 Mar 2019
A Multi-Agent Off-Policy Actor-Critic Algorithm for Distributed Reinforcement Learning Wesley A Suttle Zhuoran Yang Kai Zhang Zhaoran Wang Tamer Basar Ji Liu OffRL 84 64 0 15 Mar 2019
Winning an Election: On Emergent Strategic Communication in Multi-Agent Networks Shubham Gupta Ambedkar Dukkipati 30 4 0 19 Feb 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 72 8 0 16 Feb 2019
Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning Chao Qu Shie Mannor Huan Xu Yuan Qi Le Song Junwu Xiong 84 44 0 27 Jan 2019
A Deep Recurrent Q Network towards Self-adapting Distributed Microservices architecture Basel Magableh 55 16 0 13 Jan 2019
Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning Tianyi Chen Kai Zhang G. Giannakis Tamer Basar OffRL 100 41 0 07 Dec 2018
Finite-Sample Analysis For Decentralized Batch Multi-Agent Reinforcement Learning With Networked Agents Kai Zhang Zhuoran Yang Han Liu Tong Zhang Tamer Basar OffRL 106 26 0 06 Dec 2018
Distributed Learning of Average Belief Over Networks Using Sequential Observations Kai Zhang Yang Liu Ji Liu M. Liu Tamer Basar FedML 87 15 0 19 Nov 2018
Learning and Management for Internet-of-Things: Accounting for Adaptivity and Scalability Tianyi Chen Sergio Barbarossa Xin Wang G. Giannakis Zhi-Li Zhang 73 81 0 27 Oct 2018
Multi-Agent Actor-Critic with Generative Cooperative Policy Network Heechang Ryu Hayong Shin Jinkyoo Park 53 12 0 22 Oct 2018
Graph Convolutional Reinforcement Learning Jiechuan Jiang Chen Dun Tiejun Huang Zongqing Lu GNN 82 340 0 22 Oct 2018
Multi-Agent Fully Decentralized Value Function Learning with Linear Convergence Rates Lucas Cassano Kun Yuan Ali H. Sayed 81 40 0 17 Oct 2018
CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning Jiachen Yang A. Nakhaei David Isele K. Fujimura H. Zha 75 77 0 13 Sep 2018
Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization Hoi-To Wai Zhuoran Yang Zhaoran Wang Mingyi Hong 101 170 0 03 Jun 2018