Efficient Multi-Modal Planning with Reward-Guided Preference Optimization for Autonomous Driving.

arXiv:2609.38862v1 Announce Type: cross Abstract: 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 imita