CAREER: Structured Learning and Verification of Control Policies for Linear Temporal Logic Objectives
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The project investigates how to make intelligent robots more reliable, understandable, and safe when performing complex tasks over long periods of time. Modern learning-based systems can achieve impressive performance, but they often lack guarantees about correctness and safety, especially when tasks involve sequencing, repetition, and conditional…
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