Model-Free Reinforcement Learning for Symbolic Automata-encoded Objectives

Anand Balakrishnan, Stefan Jakšić, Edgar A. Aguilar +2

Reinforcement learning (RL) is a popular approach for robotic path planning in uncertain environments. However, the control policies trained for an RL agent crucially depend on use…