V. Braberman

Controller Mimicking for On-the-Fly DES Reachability Control

CMRL is proposed, a Controller Mimicking Reinforcement Learning approach that trains a Deep Q-Network agent directly as a reachability controller on a pre-labeled monolithic plant by using a fast simulation environment derived from a solution, which completely decouples training from the costly on-the-fly synthesis pro...