A Deep Reinforcement Learning Approach to Rare Event Estimation

Anthony Corso, Kyu-Young Kim, Shubh Gupta +2

An important step in the design of autonomous systems is to evaluate the probability that a failure will occur. In safety-critical domains, the failure probability is extremely sma…