680 citations · 929 across the 11 of their papers we have counts for
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cs.LG2020★ 11 cited
CDT: Cascading Decision Trees for Explainable Reinforcement Learning
Zihan Ding, Pablo Hernandez-Leal, Gavin Weiguang Ding +2
Deep Reinforcement Learning (DRL) has recently achieved significant advances in various domains. However, explaining the policy of RL agents still remains an open problem due to se…
cs.LG2020
Work in Progress: Temporally Extended Auxiliary Tasks
Craig Sherstan, Bilal Kartal, Pablo Hernandez-Leal +1
Predictive auxiliary tasks have been shown to improve performance in numerous reinforcement learning works, however, this effect is still not well understood. The primary purpose o…