Javier Muñoz

CollisionGP: Gaussian Process-Based Collision Checking for Robot Motion Planning

Collision checking is the primitive operation of motion planning that consumes most time. Machine learning algorithms have proven to accelerate collision checking. We propose CollisionGP, a Gaussian process-based algorithm for modeling a robot's configuration space and query collision checks. Collis