Abstract: This paper focuses on the inverse optimal control problem for discrete-time systems with unknown cost functions using linear matrix inequalities (LMIs). Based on Pontryagin's minimum ...

This library provides linear universal approximators of non-negative functions with inverse M-kernels. For details, see our NeurIPS2024 paper [1]. The code was tested on Python 3.10.8. The approach to ...

1 Center for Informatics and Statistics, Ministry of Agriculture and Rural Development, Hanoi, Vietnam. 2 School of Economics, the University of Queensland, Brisbane, Australia. 3 School of Economics, ...

The problem of controlled linear calibration with a multivariate response and univariate explanatory variable is considered. Exact expressions (in terms of functions ...