This repository contains MATLAB codes for solving Linear Quadratic Regulator (LQR) problems using model-free Reinforcement Learning (RL) techniques. It includes methods such as Policy Iteration, Value ...

Abstract: The control barrier function (CBF) method offer a flexible paradigm for encoding closed-loop system safety by constructing a half-plane state-dependent input constraint. In this paper, we ...