Noah R. Carver

Roadmaps with Gaps over Controllers: Achieving Efficiency in Planning under Dynamics

This paper aims to improve the computational efficiency of motion planning for mobile robots with non-trivial dynamics through the use of learned controllers. Offline, a system-specific controller is first trained in an empty environment. Then, for the target environment, the approach constructs a d…