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"

7 / 7 papers shown

Title
Efficient Learning for Entropy-Regularized Markov Decision Processes via Multilevel Monte Carlo Matthieu Meunier C. Reisinger Yufei Zhang 53 0 0 27 Mar 2025
Fisher-Rao Gradient Flow: Geodesic Convexity and Functional Inequalities José A. Carrillo Yifan Chen Daniel Zhengyu Huang Jiaoyang Huang Dongyi Wei AI4CE 40 3 0 22 Jul 2024
Optimal Rates of Convergence for Entropy Regularization in Discounted Markov Decision Processes Johannes Muller Semih Cayci 50 0 0 06 Jun 2024
Mirror Descent-Ascent for mean-field min-max problems Razvan-Andrei Lascu Mateusz B. Majka Lukasz Szpruch 56 1 0 12 Feb 2024
Towards a Theoretical Foundation of Policy Optimization for Learning Control Policies Bin Hu Kai Zhang Na Li M. Mesbahi Maryam Fazel Tamer Bacsar 96 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 65 17 0 28 Jan 2022
Policy Mirror Descent for Reinforcement Learning: Linear Convergence, New Sampling Complexity, and Generalized Problem Classes Guanghui Lan 106 137 0 30 Jan 2021