110 citations · 285 across the 58 of their papers we have counts for
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stat.ML2019★ 2 cited
Adaptive Correlated Monte Carlo for Contextual Categorical Sequence Generation
Xinjie Fan, Yizhe Zhang, Zhendong Wang +1
Sequence generation models are commonly refined with reinforcement learning over user-defined metrics. However, high gradient variance hinders the practical use of this method. To…
stat.ML2019
Thompson Sampling via Local Uncertainty
Zhendong Wang, Mingyuan Zhou
Thompson sampling is an efficient algorithm for sequential decision making, which exploits the posterior uncertainty to address the exploration-exploitation dilemma. There has been…