Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods

4 October 2023

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 Tingting Ni Maryam Kamgarpour 77 0 0 21 Dec 2024
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 Carlo Alfano Patrick Rebeschini 49 13 0 30 Sep 2022
On Linear Convergence of Policy Gradient Methods for Finite MDPs Jalaj Bhandari Daniel Russo 48 59 0 21 Jul 2020