Zhongzhu Li

OccDriver: Future Occupancy Guided Dual-branch Trajectory Planner in Autonomous Driving

Trajectory planning for autonomous driving is challenging due to agents' behavioral uncertainty and intricate multi-agent interaction modeling. Most existing studies generate trajectories without explicitly exploiting possible scene evolution, while world models predict consequences from ego behavio…