2017
Fastron: An Online Learning-Based Model and Active Learning Strategy for Proxy Collision Detection
CoRL 2017
We introduce the Fastron, a configuration space (C-space) model to be used as a proxy to kinematic-based collision detection. The Fastron allows iterative updates to account for a changing environment through a combination of a novel formulation of the kernel perceptron learning algorithm and an act