67 citations · 106 across the 9 of their papers we have counts for
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cs.LG2018
Toward Interpretable Deep Reinforcement Learning with Linear Model U-Trees
Guiliang Liu, Oliver Schulte, Wang Zhu +1
Deep Reinforcement Learning (DRL) has achieved impressive success in many applications. A key component of many DRL models is a neural network representing a Q function, to estimat…
cs.LG2018★ 67 cited
Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation
Guiliang Liu, Oliver Schulte
A variety of machine learning models have been proposed to assess the performance of players in professional sports. However, they have only a limited ability to model how player p…