Tag
This paper proposes a safe transfer reinforcement learning framework for autonomous highway lane-changing, using adaptive teacher intervention and reward shaping to improve sample efficiency and safety. Experiments show over 52% improvement in safety and 5% improvement in efficiency over baselines.