activity
20182022
most citedA convex data-driven approach for nonlinear control synthesis

5 citations · 6 across the 2 of their papers we have counts for

collaborators
Showing math.OCShow all

2 papers · 1 filter

math.OC2022★ 1 cited

Data-Driven Optimal Control via Linear Transfer Operators: A Convex Approach

Joseph Moyalan, Hyungjin Choi, Yongxin Chen +1

This paper is concerned with data-driven optimal control of nonlinear systems. We present a convex formulation to the optimal control problem (OCP) with a discounted cost function.…

math.OC2018

Sample Complexity for Nonlinear Dynamics

Yongxin Chen, Umesh Vaidya

We consider the identification problems for nonlinear dynamical systems. An explicit sample complexity bound in terms of the number of data points required to recover the models ac…