F1TENTH: An Open-source Evaluation Environment for Continuous Control and Reinforcement Learning

Matthew O'Kelly, Hongrui Zheng, Dhruv Karthik, Rahul Mangharam

Abstract: The deployment and evaluation of learning algorithms on autonomous vehicles (AV) is expensive, slow, and potentially unsafe. This paper details the F1TENTH autonomous racing platform, an open-sourc...