Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning

Suraj Singireddy, Precious Nwaorgu, Andre Beckus +5

Reinforcement learning (RL) is a powerful tool for finding optimal policies in sequential decision processes. However, deep RL methods have two weaknesses: collecting the amount of…