31 citations · 55 across the 22 of their papers we have counts for
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cs.LG2022
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…
cs.LG2021★ 5 cited
Constrained Feedforward Neural Network Training via Reachability Analysis
Long Kiu Chung, Adam Dai, Derek Knowles +2
Neural networks have recently become popular for a wide variety of uses, but have seen limited application in safety-critical domains such as robotics near and around humans. This…