Quantile Filtered Imitation Learning

Quantile Filtered Imitation Learning

2 December 2021

David Brandfonbrener

William F. Whitney

Rajesh Ranganath

Joan Bruna

Papers citing "Quantile Filtered Imitation Learning"

7 / 7 papers shown

Title
Preference learning made easy: Everything should be understood through win rate Lily H. Zhang Rajesh Ranganath 87 0 0 14 Feb 2025
Offline Reinforcement Learning with Imbalanced Datasets Li Jiang Sijie Cheng Jielin Qiu Haoran Xu Wai Kin Victor Chan Zhao Ding OffRL 37 3 0 06 Jul 2023
A Policy-Guided Imitation Approach for Offline Reinforcement Learning Haoran Xu Li Jiang Jianxiong Li Xianyuan Zhan OffRL 26 62 0 15 Oct 2022
Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL Taku Yamagata Ahmed Khalil Raúl Santos-Rodríguez OffRL 160 72 0 08 Sep 2022
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 214 843 0 12 Oct 2021
Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters Vladislav Kurenkov Sergey Kolesnikov OffRL 32 24 0 08 Oct 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,960 0 04 May 2020