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Infinite-Horizon Policy-Gradient Estimation

Infinite-Horizon Policy-Gradient Estimation

Jonathan Baxter
Peter L. Bartlett
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Papers citing "Infinite-Horizon Policy-Gradient Estimation"

6 / 6 papers shown
Title
Risk-sensitive Reinforcement Learning Based on Convex Scoring Functions
Risk-sensitive Reinforcement Learning Based on Convex Scoring Functions
Shanyu Han
Yang Liu
Xiang Yu
52
0
0
07 May 2025
Compatible Gradient Approximations for Actor-Critic Algorithms
Compatible Gradient Approximations for Actor-Critic Algorithms
Baturay Saglam
Dionysis Kalogerias
66
0
0
02 Sep 2024
Towards Efficient Risk-Sensitive Policy Gradient: An Iteration Complexity Analysis
Towards Efficient Risk-Sensitive Policy Gradient: An Iteration Complexity Analysis
Rui Liu
Erfaun Noorani
Pratap Tokekar
John S. Baras
59
1
0
13 Mar 2024
Reusing Historical Trajectories in Natural Policy Gradient via Importance Sampling: Convergence and Convergence Rate
Reusing Historical Trajectories in Natural Policy Gradient via Importance Sampling: Convergence and Convergence Rate
Yifan Lin
Yuhao Wang
Enlu Zhou
92
0
0
01 Mar 2024
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation
Sobihan Surendran
Antoine Godichon-Baggioni
Adeline Fermanian
Sylvain Le Corff
75
1
0
05 Feb 2024
Learning Finite-State Controllers for Partially Observable Environments
Learning Finite-State Controllers for Partially Observable Environments
Nicolas Meuleau
L. Peshkin
Kee-Eung Kim
L. Kaelbling
56
240
0
23 Jan 2013