Yuqiao Zhong

Safety-Guided RRT*: Hyperoctant Sampling-based Path Planning with SDF-based Robotic Representation

Sampling-based path planning algorithms, such as Rapidly-exploring Random Tree (RRT), are widely used for motion planning in high degree-of-freedom robotic systems due to their efficiency in exploring high-dimensional spaces. However, traditional methods rely on binary collision detection, which onl