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Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods

Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods

Sara Klein
Simon Weissmann
Leif Döring
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Papers citing "Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods"

4 / 4 papers shown
Title
A learning-based approach to stochastic optimal control under reach-avoid constraint
A learning-based approach to stochastic optimal control under reach-avoid constraint
Tingting Ni
Maryam Kamgarpour
77
0
0
21 Dec 2024
Matryoshka Policy Gradient for Entropy-Regularized RL: Convergence and Global Optimality
Matryoshka Policy Gradient for Entropy-Regularized RL: Convergence and Global Optimality
François Ged
M. H. Veiga
21
0
0
22 Mar 2023
Linear Convergence for Natural Policy Gradient with Log-linear Policy Parametrization
Linear Convergence for Natural Policy Gradient with Log-linear Policy Parametrization
Carlo Alfano
Patrick Rebeschini
49
13
0
30 Sep 2022
On Linear Convergence of Policy Gradient Methods for Finite MDPs
On Linear Convergence of Policy Gradient Methods for Finite MDPs
Jalaj Bhandari
Daniel Russo
53
59
0
21 Jul 2020