Improved Bayesian Regret Bounds for Thompson Sampling in Reinforcement Learning

30 October 2023

Papers citing "Improved Bayesian Regret Bounds for Thompson Sampling in Reinforcement Learning"

4 / 4 papers shown

Title
Posterior Sampling for Deep Reinforcement Learning Remo Sasso Michelangelo Conserva Paulo E. Rauber OffRL BDL 21 6 0 30 Apr 2023
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 18 8 0 28 Sep 2022
Regret Bounds for Information-Directed Reinforcement Learning Botao Hao Tor Lattimore OffRL 29 17 0 09 Jun 2022
Contextual Information-Directed Sampling Botao Hao Tor Lattimore Chao Qin 35 13 0 22 May 2022