Active Particle Filter Networks: Efficient Active Localization in Continuous Action Spaces and Large Maps

Daniel Honerkamp, Suresh Guttikonda, Abhinav Valada

Accurate localization is a critical requirement for most robotic tasks. The main body of existing work is focused on passive localization in which the motions of the robot are assu…