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2010.07916
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Multi-Agent Trust Region Policy Optimization
15 October 2020
Hepeng Li
Haibo He
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Papers citing
"Multi-Agent Trust Region Policy Optimization"
18 / 18 papers shown
Title
Collaborative AI Teaming in Unknown Environments via Active Goal Deduction
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Hanhan Zhou
Mahdi Imani
Taeyoung Lee
Tian-Shing Lan
171
11
0
22 Mar 2024
Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey
Jiechuan Jiang
Kefan Su
Zongqing Lu
224
8
0
10 Jan 2024
MARC: A multi-agent robots control framework for enhancing reinforcement learning in construction tasks
Kangkang Duan
C. W. Suen
Zhengbo Zou
104
2
0
23 May 2023
How to Use Reinforcement Learning to Facilitate Future Electricity Market Design? Part 1: A Paradigmatic Theory
Ziqing Zhu
S. Bu
K. Chan
Bin Zhou
S. Xia
168
0
0
04 May 2023
Heterogeneous-Agent Reinforcement Learning
Yifan Zhong
J. Kuba
Xidong Feng
Siyi Hu
Jiaming Ji
Yaodong Yang
192
98
0
19 Apr 2023
Order Matters: Agent-by-agent Policy Optimization
International Conference on Learning Representations (ICLR), 2023
Xihuai Wang
Zheng Tian
Bo Liu
Ying Wen
Jun Wang
Weinan Zhang
289
42
0
13 Feb 2023
Best Possible Q-Learning
Conference on Uncertainty in Artificial Intelligence (UAI), 2023
Jiechuan Jiang
Zongqing Lu
OffRL
220
7
0
02 Feb 2023
Heterogeneous-Agent Mirror Learning: A Continuum of Solutions to Cooperative MARL
J. Kuba
Xidong Feng
Shiyao Ding
Hao Dong
Jun Wang
Yaodong Yang
157
28
0
02 Aug 2022
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game
Neural Information Processing Systems (NeurIPS), 2022
Zhiyuan Yao
Zihan Ding
OffRL
271
2
0
03 Jun 2022
DM
2
^2
2
: Decentralized Multi-Agent Reinforcement Learning for Distribution Matching
AAAI Conference on Artificial Intelligence (AAAI), 2022
Caroline Wang
Ishan Durugkar
Elad Liebman
Peter Stone
226
7
0
01 Jun 2022
Trust Region Bounds for Decentralized PPO Under Non-stationarity
Adaptive Agents and Multi-Agent Systems (AAMAS), 2022
Mingfei Sun
Sam Devlin
Jacob Beck
Katja Hofmann
Shimon Whiteson
297
13
0
31 Jan 2022
Coordinated Proximal Policy Optimization
Zifan Wu
Chao Yu
Deheng Ye
Junge Zhang
Haiyin Piao
H. Zhuo
173
60
0
07 Nov 2021
EnTRPO: Trust Region Policy Optimization Method with Entropy Regularization
Sahar Roostaie
M. Ebadzadeh
198
6
0
26 Oct 2021
Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning
International Conference on Learning Representations (ICLR), 2021
J. Kuba
Ruiqing Chen
Munning Wen
Ying Wen
Fanglei Sun
Jun Wang
Yaodong Yang
359
324
0
23 Sep 2021
Policy Regularization via Noisy Advantage Values for Cooperative Multi-agent Actor-Critic methods
Jian Hu
Siyue Hu
Shih-Wei Liao
581
20
0
27 Jun 2021
A Game-Theoretic Approach to Multi-Agent Trust Region Optimization
International Conference on Distributed Artificial Intelligence (DAI), 2021
Ying Wen
Hui Chen
Yaodong Yang
Zheng Tian
Minne Li
Xu Chen
Jun Wang
199
13
0
12 Jun 2021
The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces
International Conference on Machine Learning (ICML), 2021
Chi Jin
Qinghua Liu
Tiancheng Yu
217
55
0
07 Jun 2021
Dealing with Non-Stationarity in MARL via Trust-Region Decomposition
International Conference on Learning Representations (ICLR), 2021
Wenhao Li
Xiangfeng Wang
Bo Jin
Junjie Sheng
H. Zha
352
14
0
21 Feb 2021
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