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Reward-Biased Maximum Likelihood Estimation for Linear Stochastic Bandits

Oct 08, 2020
Yu-Heng Hung, Ping-Chun Hsieh, Xi Liu, P. R. Kumar


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Developing Multi-Task Recommendations with Long-Term Rewards via Policy Distilled Reinforcement Learning

Jan 27, 2020
Xi Liu, Li Li, Ping-Chun Hsieh, Muhe Xie, Yong Ge, Rui Chen


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Bandit Learning Through Biased Maximum Likelihood Estimation

Jul 23, 2019
Xi Liu, Ping-Chun Hsieh, Anirban Bhattacharya, P. R. Kumar

* 23 pages, 5 figures 

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Streaming Network Embedding through Local Actions

Nov 14, 2018
Xi Liu, Ping-Chun Hsieh, Nick Duffield, Rui Chen, Muhe Xie, Xidao Wen


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Heteroscedastic Bandits with Reneging

Oct 31, 2018
Ping-Chun Hsieh, Xi Liu, Anirban Bhattacharya, P. R. Kumar


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