A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation

18 July 2022

Papers citing "A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation"

4 / 4 papers shown

Title
Hybrid Reinforcement Learning from Offline Observation Alone Yuda Song J. Andrew Bagnell Aarti Singh OffRL 82 2 0 11 Jun 2024
When is Agnostic Reinforcement Learning Statistically Tractable? Zeyu Jia Gene Li Alexander Rakhlin Ayush Sekhari Nathan Srebro OffRL 27 5 0 09 Oct 2023
Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight Jiacheng Guo Minshuo Chen Haiquan Wang Caiming Xiong Mengdi Wang Yu Bai 19 5 0 06 Jul 2023
Linear Reinforcement Learning with Ball Structure Action Space Zeyu Jia Randy Jia Dhruv Madeka Dean Phillips Foster 20 1 0 14 Nov 2022