A Fisher-Rao gradient flow for entropy-regularised Markov decision processes in Polish spaces

4 October 2023

Papers citing "A Fisher-Rao gradient flow for entropy-regularised Markov decision processes in Polish spaces"

5 / 5 papers shown

Title
Efficient Learning for Entropy-Regularized Markov Decision Processes via Multilevel Monte Carlo Matthieu Meunier C. Reisinger Yufei Zhang 39 0 0 27 Mar 2025
Optimal Rates of Convergence for Entropy Regularization in Discounted Markov Decision Processes Johannes Muller Semih Cayci 44 0 0 06 Jun 2024
Towards a Theoretical Foundation of Policy Optimization for Learning Control Policies Bin Hu Kaipeng Zhang Na Li M. Mesbahi Maryam Fazel Tamer Bacsar 87 27 0 10 Oct 2022
On the Hidden Biases of Policy Mirror Ascent in Continuous Action Spaces Amrit Singh Bedi Souradip Chakraborty Anjaly Parayil Brian M Sadler Pratap Tokekar Alec Koppel 43 17 0 28 Jan 2022
Policy Mirror Descent for Reinforcement Learning: Linear Convergence, New Sampling Complexity, and Generalized Problem Classes Guanghui Lan 89 136 0 30 Jan 2021