Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks

Yijie Guo, Qiucheng Wu, Honglak Lee

Meta reinforcement learning (meta-RL) aims to learn a policy solving a set of training tasks simultaneously and quickly adapting to new tasks. It requires massive amounts of data d…