Reliable Robotic Perception: From Outlier-Robust Estimation to Task-Aware Runtime Monitoring

Reliable perception is a key prerequisite for safe operation of robots and autonomous vehicles. The future of the field relies on public trust and provable correctness of behavior in real-world scenarios. Though commonly used, testing and simulation alone are insufficient to ensure correctness and d...

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Bibliographic Details
Main Author: Antonante, Pasquale
Other Authors: Carlone, Luca
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/153776