Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning

no code implementations • 8 Sep 2023 • David Yunis, Justin Jung, Falcon Dai, Matthew Walter

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

reinforcement-learning