Khang Nguyen

XFlowMP: Task-Conditioned Motion Fields for Generative Robot Planning with SchröDinger Bridges

Generative robotic motion planning requires synthesizing smooth, collision-free trajectories that remain feasible across diverse tasks and dynamic constraints. Prior planners, both traditional and generative, often struggle to couple high-level semantics with low-level constraints, especially the link between task conf...