2 papers
stat.ML2022
DeepBayes -- an estimator for parameter estimation in stochastic nonlinear dynamical models
Anubhab Ghosh, Mohamed Abdalmoaty, Saikat Chatterjee +1
Stochastic nonlinear dynamical systems are ubiquitous in modern, real-world applications. Yet, estimating the unknown parameters of stochastic, nonlinear dynamical models remains a…
math.OC2012
Measures and LMIs for optimal control of piecewise-affine systems
M. Rasheed Abdalmoaty, Didier Henrion, Luis Rodrigues
This paper considers the class of deterministic continuous-time optimal control problems (OCPs) with piecewise-affine (PWA) vector field, polynomial Lagrangian and semialgebraic in…