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Papers
Neural Control and Certificate Repair via Runtime Monitoring
AAAI 2025
Scalable Surrogate Verification of Image-Based Neural Network Control Systems Using Composition and Unrolling
AAAI 2025
Neuromechanical Autoencoders: Learning to Couple Elastic and Neural Network Nonlinearity
ICLR 2023
Distributed Neural Network Control with Dependability Guarantees: a Compositional Port-Hamiltonian Approach
L4DC 2022
Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees
NeurIPS 2022
Total Energy Shaping with Neural Interconnection and Damping Assignment - Passivity Based Control
L4DC 2022
Differentiable Fluids with Solid Coupling for Learning and Control
AAAI 2021