The Pursuit of Diversity: Multi-Objective Testing of Deep Reinforcement Learning Agents

Antony Bartlett, Cynthia Liem, Annibale Panichella

Testing deep reinforcement learning (DRL) agents in safety-critical domains requires discovering diverse failure scenarios. Existing tools such as INDAGO rely on single-objective o…