Yiqian Xie

DiffRP: Diffusion-Driven Promising Region Prediction for Sampling-Based Path Planning

Utilizing neural networks to predict potential regions containing optimal paths in advance and subsequently biasing the sampling probability towards these promising regions has been proven to effectively enhance the path planning efficiency of sampling-based algorithms. %In complex scenarios, unifor…