Lipschitz Lifelong Reinforcement Learning

Lipschitz Lifelong Reinforcement Learning

15 January 2020

Erwan Lecarpentier

Emmanuel Rachelson

Michael L. Littman

Papers citing "Lipschitz Lifelong Reinforcement Learning"

8 / 8 papers shown

Title
CHIRPs: Change-Induced Regret Proxy metrics for Lifelong Reinforcement Learning John Birkbeck Adam Sobey Federico Cerutti Katherine Heseltine Hurley Flynn Timothy J. Norman 27 0 0 05 Sep 2024
Similarity-based Knowledge Transfer for Cross-Domain Reinforcement Learning Sergio A. Serrano J. Martínez-Carranza L. Sucar 35 2 0 05 Dec 2023
Human-Inspired Framework to Accelerate Reinforcement Learning Ali Beikmohammadi Sindri Magnússon OffRL 29 4 0 28 Feb 2023
Robust Offline Reinforcement Learning with Gradient Penalty and Constraint Relaxation Chengqian Gao Kelvin Xu Liu Liu Deheng Ye P. Zhao Zhiqiang Xu OffRL 45 2 0 19 Oct 2022
Provable Benefits of Representational Transfer in Reinforcement Learning Alekh Agarwal Yuda Song Wen Sun Kaiwen Wang Mengdi Wang Xuezhou Zhang OffRL 25 33 0 29 May 2022
Coarse-Grained Smoothness for RL in Metric Spaces Giorgio Giannone Kavosh Asadi Cameron Allen Sam Lobel George Konidaris Michael Littman 47 3 0 23 Oct 2021
Maximum Entropy RL (Provably) Solves Some Robust RL Problems Benjamin Eysenbach Sergey Levine OOD 50 176 0 10 Mar 2021
Towards Safe Policy Improvement for Non-Stationary MDPs Yash Chandak Scott M. Jordan Georgios Theocharous Martha White Philip S. Thomas OffRL 71 33 0 23 Oct 2020