Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms

29 September 2022

Papers citing "Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms"

6 / 6 papers shown

Title
Computationally Efficient PAC RL in POMDPs with Latent Determinism and Conditional Embeddings Masatoshi Uehara Ayush Sekhari Jason D. Lee Nathan Kallus Wen Sun 43 5 0 24 Jun 2022
Provably Efficient Reinforcement Learning in Partially Observable Dynamical Systems Masatoshi Uehara Ayush Sekhari Jason D. Lee Nathan Kallus Wen Sun OffRL 37 29 0 24 Jun 2022
Efficient Phi-Regret Minimization in Extensive-Form Games via Online Mirror Descent Yu Bai Chi Jin Song Mei Ziang Song Tiancheng Yu OffRL 34 17 0 30 May 2022
Embed to Control Partially Observed Systems: Representation Learning with Provable Sample Efficiency Lingxiao Wang Qi Cai Zhuoran Yang Zhaoran Wang 41 15 0 26 May 2022
Sample-Efficient Learning of Correlated Equilibria in Extensive-Form Games Ziang Song Song Mei Yu Bai 31 11 0 15 May 2022
Reward-Free Exploration for Reinforcement Learning Chi Jin A. Krishnamurthy Max Simchowitz Tiancheng Yu OffRL 85 181 0 07 Feb 2020