Pengpeng Xu

KnowLCP: Knowledge Augmented Lane Change Prediction for Autonomous Driving

Lane change prediction, encompassing both intention recognition and trajectory forecasting, is essential for the safe operation of autonomous vehicles in mixed-traffic environments. Existing models predominantly follow a data-driven paradigm, learning directly from historical vehicle states through