Program Synthesis Guided Reinforcement Learning for Partially Observed Environments

1 code implementation • NeurIPS 2021 • Yichen David Yang, Jeevana Priya Inala, Osbert Bastani, Yewen Pu, Armando Solar-Lezama, Martin Rinard

Our results demonstrate that our approach can obtain the benefits of program-guided reinforcement learning without requiring the user to provide a new guiding program for every new task.

Program Synthesis reinforcement-learning +1