Sample Efficient Deep Reinforcement Learning via Local Planning

29 January 2023

Papers citing "Sample Efficient Deep Reinforcement Learning via Local Planning"

7 / 7 papers shown

Title
Projection by Convolution: Optimal Sample Complexity for Reinforcement Learning in Continuous-Space MDPs Davide Maran Alberto Maria Metelli Matteo Papini Marcello Restelli 42 3 0 10 May 2024
RL in Markov Games with Independent Function Approximation: Improved Sample Complexity Bound under the Local Access Model Junyi Fan Yuxuan Han Jialin Zeng Jian-Feng Cai Yang Wang Yang Xiang Jiheng Zhang 40 1 0 18 Mar 2024
Risk-sensitive Markov Decision Process and Learning under General Utility Functions Zhengqi Wu Renyuan Xu 27 3 0 22 Nov 2023
Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories Li-Cheng Lan Huan Zhang Cho-Jui Hsieh OODD 18 9 0 26 Apr 2023
Human-level Atari 200x faster Steven Kapturowski Victor Campos Ray Jiang Nemanja Rakićević Hado van Hasselt Charles Blundell Adria Puigdomenech Badia OffRL 52 28 0 15 Sep 2022
Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints Chi Jin Zhuoran Yang Zhaoran Wang OffRL 122 166 0 06 Jan 2021
Survey of Deep Reinforcement Learning for Motion Planning of Autonomous Vehicles S. Aradi 210 435 0 30 Jan 2020