Joel Siegert

Continual-RL for Generalization in Autonomous Racing on the RoboRacer Platform

A key challenge in modern robotics is to adapt to changing environments, a challenge that is exacerbated when simulations cannot encompass every possible real-world configuration, and therefore Reinforcement Learning (RL) in the physical world becomes necessary. Continual Reinforcement Learning (RL)…