2019
Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic Failures
ICLR 2019poster
This paper addresses the problem of evaluating learning systems in safety critical domains such as autonomous driving, where failures can have catastrophic consequences. We focus on two problems: searching for scenarios when learned agents fail and assessing their probability of failure. The standar…