RACER: Epistemic Risk-Sensitive RL Enables Fast Driving with Fewer Crashes

Kyle Stachowicz, Sergey Levine

Reinforcement learning provides an appealing framework for robotic control due to its ability to learn expressive policies purely through real-world interaction. However, this requ…