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Yu-Heng Hung
Yu-Heng Hung
Student of Computer science, National Yang-Ming Chiao Tung University
Verified email at nctu.edu.tw
Title
Cited by
Cited by
Year
Exploration through reward biasing: Reward-biased maximum likelihood estimation for stochastic multi-armed bandits
X Liu, PC Hsieh, YH Hung, A Bhattacharya, P Kumar
International Conference on Machine Learning, 6248-6258, 2020
122020
Reward-biased maximum likelihood estimation for linear stochastic bandits
YH Hung, PC Hsieh, X Liu, PR Kumar
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7874-7882, 2021
102021
Reward-biased maximum likelihood estimation for neural contextual bandits: a distributional learning perspective
YH Hung, PC Hsieh
Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 7944-7952, 2023
22023
Value-Biased Maximum Likelihood Estimation for Model-based Reinforcement Learning in Discounted Linear MDPs
YH Hung, PC Hsieh, A Mete, PR Kumar
arXiv preprint arXiv:2310.11515, 2023
2023
Reward-Biased Maximum Likelihood Estimation for Neural Contextual Bandits
YH Hung, PC Hsieh
arXiv preprint arXiv:2203.04192, 2022
2022
Neural Contextual Bandits via Reward-Biased Maximum Likelihood Estimation.
YH Hung, PC Hsieh
CoRR, 2022
2022
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