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Runlong Zhou
Runlong Zhou
Paul G. Allen School of Computer Science & Engineering, University of Washington
Verified email at cs.washington.edu
Title
Cited by
Cited by
Year
Stochastic shortest path: Minimax, parameter-free and towards horizon-free regret
J Tarbouriech, R Zhou, SS Du, M Pirotta, M Valko, A Lazaric
Advances in neural information processing systems 34, 6843-6855, 2021
252021
Horizon-Free Reinforcement Learning for Latent Markov Decision Processes
R Zhou, R Wang, SS Du
arXiv preprint arXiv:2210.11604, 2022
22022
Understanding Curriculum Learning in Policy Optimization for Solving Combinatorial Optimization Problems
R Zhou, Y Tian, Y Wu, SS Du
arXiv preprint arXiv:2202.05423, 2022
22022
Sharp Variance-Dependent Bounds in Reinforcement Learning: Best of Both Worlds in Stochastic and Deterministic Environments
R Zhou, Z Zhang, SS Du
arXiv preprint arXiv:2301.13446, 2023
12023
Understanding Curriculum Learning in Policy Optimization for Online Combinatorial Optimization
R Zhou, Y Tian, Y Wu, SS Du
OPT 2022: Optimization for Machine Learning (NeurIPS 2022 Workshop), 0
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