Preprint Open access
Efficient Multi-Modal Planning with Reward-Guided Preference Optimization for Autonomous Driving
Safe and efficient trajectory planning is essential in autonomous driving. However, existing end-to-end approaches often fall short in both computational efficiency and safety guarantees. Methods based on imitation learning suffer from causal confusion, while rule-based scoring approaches often incur heavy computationa …