Tactical Decision-Making in Autonomous Driving by Reinforcement Learning with Uncertainty Estimation

Carl-Johan Hoel, Krister Wolff, Leo Laine

Reinforcement learning (RL) can be used to create a tactical decision-making agent for autonomous driving. However, previous approaches only output decisions and do not provide inf…