Compositional Verification for Autonomous Systems with Deep Learning Components

18 Oct 2018Corina S. PasareanuDivya GopinathHuafeng Yu

As autonomy becomes prevalent in many applications, ranging from recommendation systems to fully autonomous vehicles, there is an increased need to provide safety guarantees for such systems. The problem is difficult, as these are large, complex systems which operate in uncertain environments, requiring data-driven machine-learning components... (read more)

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