Few-Shot Image-to-Semantics Translation for Policy Transfer in Reinforcement Learning

Rei Sato, Kazuto Fukuchi, Jun Sakuma +1

We investigate policy transfer using image-to-semantics translation to mitigate learning difficulties in vision-based robotics control agents. This problem assumes two environments…