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On the Global Optimum Convergence of Momentum-based Policy Gradient

On the Global Optimum Convergence of Momentum-based Policy Gradient

19 October 2021
Yuhao Ding
Junzi Zhang
Javad Lavaei
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Papers citing "On the Global Optimum Convergence of Momentum-based Policy Gradient"

5 / 5 papers shown
Title
Learning Optimal Deterministic Policies with Stochastic Policy Gradients
Learning Optimal Deterministic Policies with Stochastic Policy Gradients
Alessandro Montenegro
Marco Mussi
Alberto Maria Metelli
Matteo Papini
42
2
0
03 May 2024
Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
Guangchen Lan
Dong-Jun Han
Abolfazl Hashemi
Vaneet Aggarwal
Christopher G. Brinton
124
15
0
09 Apr 2024
On the Convergence and Sample Efficiency of Variance-Reduced Policy
  Gradient Method
On the Convergence and Sample Efficiency of Variance-Reduced Policy Gradient Method
Junyu Zhang
Chengzhuo Ni
Zheng Yu
Csaba Szepesvári
Mengdi Wang
44
67
0
17 Feb 2021
A Finite Time Analysis of Two Time-Scale Actor Critic Methods
A Finite Time Analysis of Two Time-Scale Actor Critic Methods
Yue Wu
Weitong Zhang
Pan Xu
Quanquan Gu
90
146
0
04 May 2020
Neural Architecture Search with Reinforcement Learning
Neural Architecture Search with Reinforcement Learning
Barret Zoph
Quoc V. Le
271
5,329
0
05 Nov 2016
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