Tom Hirshberg

Safety Considerations in Deep Control Policies with Safety Barrier Certificates Under Uncertainty

2020

Recent advances in Deep Machine Learning have shown promise in solving complex perception and control loops via methods such as reinforcement and imitation learning. However, guaranteeing safety for such learned deep policies has been a …