A new simulation metric to determine safe environments and controllers for systems with unknown dynamics

S Ghosh, S Bansal, A Sangiovanni-Vincentelli… - Proceedings of the …, 2019 - dl.acm.org
We consider the problem of extracting safe environments and controllers for reach-avoid
objectives for systems with known state and control spaces, but unknown dynamics. In a …

Bayesian kernel-based linear control design

A Scampicchio, A Chiuso, S Formentin… - 2019 IEEE 58th …, 2019 - ieeexplore.ieee.org
Recent contributions have investigated the use of regularization in linear system
identification. In particular, regularizing high-order FIR models to enforce stability while …

[图书][B] Oracle-Guided Design and Analysis of Learning-Based Cyber-Physical Systems

S Ghosh - 2019 - search.proquest.com
We are in world where autonomous systems, such as self-driving cars, surgical robots,
robotic manipulators are becoming a reality. Such systems are considered\textit {safety …