Evolutionary Selective Imitation: Interpretable Agents by Imitation Learning Without a Demonstrator

Roy Eliya, J. Michael Herrmann

We propose a new method for training an agent via an evolutionary strategy (ES), in which we iteratively improve a set of samples to imitate: Starting with a random set, in every i…