Surrogate Fitness Metrics for Interpretable Reinforcement Learning

Philipp Altmann, Céline Davignon, Maximilian Zorn +3

We employ an evolutionary optimization framework that perturbs initial states to generate informative and diverse policy demonstrations. A joint surrogate fitness function guides t…