Regret Analysis for RL using Renewal Bandit Feedback
Author:
Affiliation:
1. Baidu Research,Cognitive Computing Lab,USA,WA 98004
2. Cornell University,School of ORIE,Ithaca,USA,NY 14853
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9965754/9965755/09965820.pdf?arnumber=9965820
Reference37 articles.
1. Primal-dual ? learning: Sample complexity and sublinear run time for ergodic markov decision problems;wang,2017
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3. Online Markov Decision Processes
4. Nearly optimal catoni’s m-estimator for infinite variance;bhatt;International Conference on Machine Learning,2022
5. No-regret reinforcement learning with heavy-tailed rewards;zhuang;International Conference on Artificial Intelligence and Statistics,2021
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