no code implementations • 26 Mar 2024 • Ashwin Aravind, Mohammad Taha Toghani, César A. Uribe
We study the problem of policy estimation for the Linear Quadratic Regulator (LQR) in discrete-time linear time-invariant uncertain dynamical systems.
no code implementations • 6 Sep 2022 • Ashwin Aravind, Debasish Chatterjee, Ashish Cherukuri
Apprenticeship learning is a framework in which an agent learns a policy to perform a given task in an environment using example trajectories provided by an expert.