Hierarchical Approaches for Reinforcement Learning in Parameterized Action Space

Ermo Wei, Drew Wicke, Sean Luke

We explore Deep Reinforcement Learning in a parameterized action space. Specifically, we investigate how to achieve sample-efficient end-to-end training in these tasks. We propose…