32 citations · 87 across the 9 of their papers we have counts for
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cs.LG2022
Double Thompson Sampling in Finite stochastic Games
Shuqing Shi, Xiaobin Wang, Zhiyou Yang +2
We consider the trade-off problem between exploration and exploitation under finite discounted Markov Decision Process, where the state transition matrix of the underlying environm…
cs.LG2020★ 1 cited
Distributionally Robust Batch Contextual Bandits
Nian Si, Fan Zhang, Zhengyuan Zhou +1
Policy learning using historical observational data is an important problem that has found widespread applications. Examples include selecting offers, prices, advertisements to sen…