Mathai Mathew Pulicken

Crowd-FM: Learned Optimal Selection of Conditional Flow Matching-Generated Trajectories for Crowd Navigation

Safe and computationally efficient local planning for mobile robots in dense, unstructured human crowds remains a fundamental challenge. Moreover, ensuring that robot trajectories are similar to how a human moves will increase the acceptance of the robot in human environments. In this paper, we pres…