Program Synthesis Guided Reinforcement Learning for Partially Observed Environments

Yichen David Yang, Jeevana Priya Inala, Osbert Bastani +3

A key challenge for reinforcement learning is solving long-horizon planning problems. Recent work has leveraged programs to guide reinforcement learning in these settings. However,…