Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search

Max Liu, Chan-Hung Yu, Wei-Hsu Lee +3

Programmatic reinforcement learning (PRL) has been explored for representing policies through programs as a means to achieve interpretability and generalization. Despite promising…