Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints

9 June 2023

Papers citing "Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints"

4 / 4 papers shown

Title
Advancing RAN Slicing with Offline Reinforcement Learning Kun Yang Shu-ping Yeh Menglei Zhang J. Sydir Jing Yang Cong Shen OffRL 20 4 0 16 Dec 2023
Offline Reinforcement Learning for Wireless Network Optimization with Mixture Datasets Kun Yang Cong Shen Jing Yang Shu-ping Yeh J. Sydir OffRL 19 11 0 19 Nov 2023
Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-free RL Ruiquan Huang J. Yang Yingbin Liang OffRL 58 9 0 28 Jun 2022
Provably Efficient Model-Free Constrained RL with Linear Function Approximation A. Ghosh Xingyu Zhou Ness B. Shroff 64 23 0 23 Jun 2022