Policy Mirror Descent with Lookahead

21 March 2024

Papers citing "Policy Mirror Descent with Lookahead"

10 / 10 papers shown

Title
Ordering-based Conditions for Global Convergence of Policy Gradient Methods Jincheng Mei Bo Dai Alekh Agarwal Mohammad Ghavamzadeh Csaba Szepesvári Dale Schuurmans 52 4 0 02 Apr 2025
Functional Acceleration for Policy Mirror Descent Veronica Chelu Doina Precup 23 0 0 23 Jul 2024
Policy Mirror Descent Inherently Explores Action Space Yan Li Guanghui Lan OffRL 51 8 0 08 Mar 2023
Optimal Convergence Rate for Exact Policy Mirror Descent in Discounted Markov Decision Processes Emmeran Johnson Ciara Pike-Burke Patrick Rebeschini 26 11 0 22 Feb 2023
A Novel Framework for Policy Mirror Descent with General Parameterization and Linear Convergence Carlo Alfano Rui Yuan Patrick Rebeschini 54 15 0 30 Jan 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,881 0 04 Mar 2022
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction Assaf Hallak Gal Dalal Steven Dalton I. Frosio Shie Mannor Gal Chechik OffRL OnRL 29 9 0 04 Jul 2021
Policy Mirror Descent for Reinforcement Learning: Linear Convergence, New Sampling Complexity, and Generalized Problem Classes Guanghui Lan 87 135 0 30 Jan 2021
On Linear Convergence of Policy Gradient Methods for Finite MDPs Jalaj Bhandari Daniel Russo 48 59 0 21 Jul 2020
Beyond the One Step Greedy Approach in Reinforcement Learning Yonathan Efroni Gal Dalal B. Scherrer Shie Mannor OffRL 43 48 0 10 Feb 2018