Yewen Pu

Program Synthesis Guided Reinforcement Learning

2021 · arXiv (Cornell University)

A key challenge for reinforcement learning is solving long-horizon planning and control problems. Recent work has proposed leveraging programs to help guide the learning algorithm in these settings. However, these approaches impose a high manual …