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ep31 - Miroslav Krstić: nonlinear adaptive control, PDEs, delays, extremum seeking, safety, neural operators for control

inControl

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Advancements in Nonlinear Control Systems

This chapter examines the evolution of nonlinear control systems and their significance in enhancing safety and autonomy, particularly within robotics. It reflects on the journey from traditional control methods to modern approaches, focusing on control barrier functions and the integration of machine learning. Key themes include the importance of safety in system design and the innovative strategies developed to handle disturbances and enhance system robustness.

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