Can Active Sampling Reduce Causal Confusion in Offline Reinforcement
Learning?

Can Active Sampling Reduce Causal Confusion in Offline Reinforcement Learning?

28 December 2023

Tim G. J. Rudner

Adrien Gaidon

Papers citing "Can Active Sampling Reduce Causal Confusion in Offline Reinforcement Learning?"

4 / 4 papers shown

Title
Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation Wenhao Ding Laixi Shi Yuejie Chi Ding Zhao OOD 27 18 0 15 Jul 2023
Pre-Training for Robots: Offline RL Enables Learning New Tasks from a Handful of Trials Aviral Kumar Anika Singh F. Ebert Mitsuhiko Nakamoto Yanlai Yang Chelsea Finn Sergey Levine OffRL OnRL 125 66 0 11 Oct 2022
Diversify and Disambiguate: Learning From Underspecified Data Yoonho Lee Huaxiu Yao Chelsea Finn 213 64 0 07 Feb 2022
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble Gaon An Seungyong Moon Jang-Hyun Kim Hyun Oh Song OffRL 105 262 0 04 Oct 2021