This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

Speed profile planning via temporal optimization

code for "Search-Based Motion Planning for Performance Autonomous Driving"

lulu is the cutest!

RL-Enhanced-PurePursuit: A MATLAB-based project focused on optimizing the Pure Pursuit path-following algorithm through adaptive reinforcement learning of the Look-Ahead Distance parameter.