Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning

David Yunis, Justin Jung, Falcon Dai +1

Exploration in sparse-reward reinforcement learning is difficult due to the requirement of long, coordinated sequences of actions in order to achieve any reward. Moreover, in conti…