Sample-Efficient Learning of POMDPs with Multiple Observations In
Hindsight

Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight

6 July 2023

Mengdi Wang

Papers citing "Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight"

4 / 4 papers shown

Title
Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms Fan Chen Yu Bai Song Mei 53 22 0 29 Sep 2022
Computationally Efficient PAC RL in POMDPs with Latent Determinism and Conditional Embeddings Masatoshi Uehara Ayush Sekhari Jason D. Lee Nathan Kallus Wen Sun 53 6 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 49 31 0 24 Jun 2022
Embed to Control Partially Observed Systems: Representation Learning with Provable Sample Efficiency Lingxiao Wang Qi Cai Zhuoran Yang Zhaoran Wang 43 17 0 26 May 2022