Bridging Imitation and Online Reinforcement Learning: An Optimistic Tale

20 March 2023

Papers citing "Bridging Imitation and Online Reinforcement Learning: An Optimistic Tale"

6 / 6 papers shown

Title
Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees D. Tiapkin Denis Belomestny Daniele Calandriello Eric Moulines Rémi Munos A. Naumov Mark Rowland Michal Valko Pierre Menard 13 8 0 28 Sep 2022
Regret Bounds for Information-Directed Reinforcement Learning Botao Hao Tor Lattimore OffRL 26 17 0 09 Jun 2022
Planning to Practice: Efficient Online Fine-Tuning by Composing Goals in Latent Space Kuan Fang Patrick Yin Ashvin Nair Sergey Levine OffRL 48 29 0 17 May 2022
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 212 832 0 12 Oct 2021
Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage Masatoshi Uehara Wen Sun OffRL 91 144 0 13 Jul 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 329 1,944 0 04 May 2020