38 citations · 141 across the 18 of their papers we have counts for
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cs.LG2021★ 10 cited
Learning to Synthesize Programs as Interpretable and Generalizable Policies
Dweep Trivedi, Jesse Zhang, Shao-Hua Sun +1
Recently, deep reinforcement learning (DRL) methods have achieved impressive performance on tasks in a variety of domains. However, neural network policies produced with DRL method…
cs.LG2021★ 24 cited
Hierarchical Reinforcement Learning By Discovering Intrinsic Options
Jesse Zhang, Haonan Yu, Wei Xu
We propose a hierarchical reinforcement learning method, HIDIO, that can learn task-agnostic options in a self-supervised manner while jointly learning to utilize them to solve spa…