← Search

Murat Arcak

2 accepted papers

2022

Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems

AAAI 2022technical

Neural network controllers have become popular in control tasks thanks to their flexibility and expressivity. Stability is a crucial property for safety-critical dynamical systems, while stabilization of partially observed systems, in many cases, requires controllers to retain and process long-term…