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1903.09255
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Distributed off-Policy Actor-Critic Reinforcement Learning with Policy Consensus
IEEE Conference on Decision and Control (CDC), 2019
21 March 2019
Yan Zhang
Michael M. Zavlanos
OffRL
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Papers citing
"Distributed off-Policy Actor-Critic Reinforcement Learning with Policy Consensus"
24 / 24 papers shown
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing
Machine-mediated learning (ML), 2024
Yue Jin
Shuangqing Wei
Giovanni Montana
415
1
0
16 Dec 2024
A finite time analysis of distributed Q-learning
Han-Dong Lim
Donghwan Lee
OffRL
420
1
0
23 May 2024
Distributed Optimization Methods for Multi-Robot Systems: Part I -- A Tutorial
O. Shorinwa
Trevor Halsted
Javier Yu
Mac Schwager
316
32
0
26 Jan 2023
Cooperative Actor-Critic via TD Error Aggregation
Martin Figura
Yixuan Lin
Ji Liu
V. Gupta
229
1
0
25 Jul 2022
One Policy is Enough: Parallel Exploration with a Single Policy is Near-Optimal for Reward-Free Reinforcement Learning
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Pedro Cisneros-Velarde
Boxiang Lyu
Oluwasanmi Koyejo
Mladen Kolar
OffRL
474
3
0
31 May 2022
Communication-Efficient Actor-Critic Methods for Homogeneous Markov Games
International Conference on Learning Representations (ICLR), 2022
Dingyang Chen
Yile Li
Qi Zhang
OffRL
479
11
0
18 Feb 2022
Federated Reinforcement Learning at the Edge
Konstantinos Gatsis
FedML
183
5
0
11 Dec 2021
Finite-Time Error Bounds for Distributed Linear Stochastic Approximation
Yixuan Lin
V. Gupta
Ji Liu
366
3
0
24 Nov 2021
Dimension-Free Rates for Natural Policy Gradient in Multi-Agent Reinforcement Learning
Carlo Alfano
Patrick Rebeschini
218
5
0
23 Sep 2021
Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis
International Conference on Machine Learning (ICML), 2021
Ziyi Chen
Yi Zhou
Rongrong Chen
Shaofeng Zou
365
35
0
08 Sep 2021
Decentralized Deterministic Multi-Agent Reinforcement Learning
IEEE Conference on Decision and Control (CDC), 2021
Antoine Grosnit
D. Cai
L. Wynter
OffRL
258
7
0
19 Feb 2021
Distributed Q-Learning with State Tracking for Multi-agent Networked Control
Adaptive Agents and Multi-Agent Systems (AAMAS), 2020
Hang Wang
Sen Lin
Hamid Jafarkhani
Junshan Zhang
OffRL
161
4
0
22 Dec 2020
Multi-Agent Trust Region Policy Optimization
Hepeng Li
Haibo He
466
62
0
15 Oct 2020
RODE: Learning Roles to Decompose Multi-Agent Tasks
International Conference on Learning Representations (ICLR), 2020
Tonghan Wang
Tarun Gupta
Anuj Mahajan
Bei Peng
Shimon Whiteson
Chongjie Zhang
OffRL
465
267
0
04 Oct 2020
Off-Policy Multi-Agent Decomposed Policy Gradients
International Conference on Learning Representations (ICLR), 2020
Yihan Wang
Beining Han
Tonghan Wang
Heng Dong
Chongjie Zhang
281
206
0
24 Jul 2020
Cooperative Multi-Agent Reinforcement Learning with Partial Observations
Yan Zhang
Michael M. Zavlanos
OffRL
382
34
0
18 Jun 2020
Distributed Value Function Approximation for Collaborative Multi-Agent Reinforcement Learning
M. Stanković
M. Beko
S. Stankovic
OffRL
417
16
0
18 Jun 2020
A Decentralized Policy Gradient Approach to Multi-task Reinforcement Learning
Sihan Zeng
Aqeel Anwar
Thinh T. Doan
A. Raychowdhury
Justin Romberg
295
43
0
08 Jun 2020
F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning
Journal of machine learning research (JMLR), 2020
Wenhao Li
Bo Jin
Xiangfeng Wang
Junchi Yan
H. Zha
438
29
0
17 Apr 2020
Fully Asynchronous Policy Evaluation in Distributed Reinforcement Learning over Networks
Xingyu Sha
Jiaqi Zhang
Keyou You
Jianchao Tan
Tamer Basar
OffRL
454
26
0
01 Mar 2020
Decentralized Multi-Agent Reinforcement Learning with Networked Agents: Recent Advances
Frontiers of Information Technology & Electronic Engineering (FITEE), 2019
Jianchao Tan
Zhuoran Yang
Tamer Basar
332
85
0
09 Dec 2019
Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms
Jianchao Tan
Zhuoran Yang
Tamer Basar
793
1,567
0
24 Nov 2019
A Review of Cooperative Multi-Agent Deep Reinforcement Learning
Afshin Oroojlooyjadid
Davood Hajinezhad
852
585
0
11 Aug 2019
A Multi-Agent Off-Policy Actor-Critic Algorithm for Distributed Reinforcement Learning
Wesley A Suttle
Zhuoran Yang
Jianchao Tan
Zhaoran Wang
Tamer Basar
Ji Liu
OffRL
299
72
0
15 Mar 2019
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