Artifacts Software Neural Network Control
CAPS: Conditioning for Action Policy Smoothness
Regularization that makes reinforcement-learning controllers produce smooth actions.
About
Project page for CAPS, with the code for the toy problems and benchmarks, supplementary material, and a video overview. CAPS regularization reduces control oscillation and power use in learned controllers, demonstrated in simulation and on a quadrotor.