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Momentum-Based Policy Gradient with Second-Order Information

Momentum-Based Policy Gradient with Second-Order Information

17 May 2022
Saber Salehkaleybar
Sadegh Khorasani
Negar Kiyavash
Niao He
Patrick Thiran
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Papers citing "Momentum-Based Policy Gradient with Second-Order Information"

3 / 3 papers shown
Title
Order-Optimal Regret with Novel Policy Gradient Approaches in Infinite-Horizon Average Reward MDPs
Order-Optimal Regret with Novel Policy Gradient Approaches in Infinite-Horizon Average Reward MDPs
Swetha Ganesh
Washim Uddin Mondal
Vaneet Aggarwal
39
3
0
02 Apr 2024
PAGE-PG: A Simple and Loopless Variance-Reduced Policy Gradient Method
  with Probabilistic Gradient Estimation
PAGE-PG: A Simple and Loopless Variance-Reduced Policy Gradient Method with Probabilistic Gradient Estimation
Matilde Gargiani
Andrea Zanelli
Andrea Martinelli
Tyler H. Summers
John Lygeros
33
14
0
01 Feb 2022
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
66
0
17 Feb 2021
1