Vitor Santos

RLfOLD: Reinforcement Learning from Online Demonstrations in Urban Autonomous Driving

Reinforcement Learning from Demonstrations (RLfD) has emerged as an effective method by fusing expert demonstrations into Reinforcement Learning (RL) training, harnessing the strengths of both Imitation Learning (IL) and RL. However, existing algorithms rely on offline demonstrations, which can intr…