Preference Elicitation for Offline Reinforcement Learning

Preference Elicitation for Offline Reinforcement Learning

26 June 2024

Bernhard Schölkopf

Giorgia Ramponi

Papers citing "Preference Elicitation for Offline Reinforcement Learning"

5 / 5 papers shown

Title
Adversarial Policy Optimization for Offline Preference-based Reinforcement Learning Hyungkyu Kang Min-hwan Oh OffRL 34 0 0 07 Mar 2025
Human-in-the-loop: Provably Efficient Preference-based Reinforcement Learning with General Function Approximation Xiaoyu Chen Han Zhong Zhuoran Yang Zhaoran Wang Liwei Wang 113 59 0 23 May 2022
Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage Masatoshi Uehara Wen Sun OffRL 89 144 0 13 Jul 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,662 0 04 May 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 4,940 0 05 Dec 2016