1 citations · 1 across the 2 of their papers we have counts for
2 papers
math.OC2023★ 1 cited
Data-Driven Near-Optimal Control of Nonlinear Systems Over Finite Horizon
Vasanth Reddy, Hoda Eldardiry, Almuatazbellah Boker
We examine the problem of two-point boundary optimal control of nonlinear systems over finite-horizon time periods with unknown model dynamics by employing reinforcement learning.…
eess.SY2021
Singular Perturbation-based Reinforcement Learning of Two-Point Boundary Optimal Control Systems
Vasanth Reddy, Hoda Eldardiry, Almuatazbellah Boker
This work presents a technique for learning systems, where the learning process is guided by knowledge of the physics of the system. In particular, we solve the problem of the two-…