Found-RL: foundation model-enhanced reinforcement learning for autonomous driving

Yansong Qu, Zihao Sheng, Zilin Huang +6

Reinforcement Learning (RL) has emerged as a dominant paradigm for end-to-end autonomous driving (AD). However, RL suffers from sample inefficiency and a lack of semantic interpret…