Rethinking Model-based, Policy-based, and Value-based Reinforcement Learning via the Lens of Representation Complexity

28 December 2023

Papers citing "Rethinking Model-based, Policy-based, and Value-based Reinforcement Learning via the Lens of Representation Complexity"

3 / 3 papers shown

Title
A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning Zixiang Chen C. J. Li An Yuan Quanquan Gu Michael I. Jordan OffRL 88 25 0 30 Sep 2022
Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage Masatoshi Uehara Wen Sun OffRL 81 127 0 13 Jul 2021
Policy Mirror Descent for Reinforcement Learning: Linear Convergence, New Sampling Complexity, and Generalized Problem Classes Guanghui Lan 62 120 0 30 Jan 2021