Regret Bounds for Information-Directed Reinforcement Learning

9 June 2022

Papers citing "Regret Bounds for Information-Directed Reinforcement Learning"

6 / 6 papers shown

Title
Value of Information and Reward Specification in Active Inference and POMDPs Ran Wei 57 3 0 13 Aug 2024
Bayesian Reinforcement Learning with Limited Cognitive Load Dilip Arumugam Mark K. Ho Noah D. Goodman Benjamin Van Roy OffRL 34 8 0 05 May 2023
STEERING: Stein Information Directed Exploration for Model-Based Reinforcement Learning Souradip Chakraborty Amrit Singh Bedi Alec Koppel Mengdi Wang Furong Huang Dinesh Manocha 24 7 0 28 Jan 2023
Contextual Information-Directed Sampling Botao Hao Tor Lattimore Chao Qin 45 13 0 22 May 2022
UCB Momentum Q-learning: Correcting the bias without forgetting Pierre Menard O. D. Domingues Xuedong Shang Michal Valko 79 40 0 01 Mar 2021
Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints Chi Jin Zhuoran Yang Zhaoran Wang OffRL 122 166 0 06 Jan 2021