Search Results for author: Ashwin Aravind

Found 2 papers, 0 papers with code

A Moreau Envelope Approach for LQR Meta-Policy Estimation

no code implementations26 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.

Meta-Learning

Cross apprenticeship learning framework: Properties and solution approaches

no code implementations6 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.

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