2 papers
eess.SY2026
Data-driven design of steady-state feedforward inputs for nonlinear systems under partial measurement
Sathya Aswath Govind Raju, Berk Altiner, Zongxuan Sun +4
Designing trajectory tracking controllers for nonlinear systems remains a significant challenge, traditionally requiring precise mathematical models and complex analytical derivati…
stat.AP2024
Expected Diverse Utility (EDU): Diverse Bayesian Optimization of Expensive Computer Simulators
John Joshua Miller, Simon Mak, Benny Sun +5
The optimization of expensive black-box simulators arises in a myriad of modern scientific and engineering applications. Bayesian optimization provides an appealing solution, by le…