Conditional Invertible Neural Networks for Data-Driven UAV Control: A 2-D Proof of Concept

Christian Wittke, Stephan Myschik, Oliver Niggemann

We investigate conditional invertible neural networks (cINNs) as probabilistic inverse-dynamics models for multirotor control. For a planar X8 coaxial multicopter, we learn $p(u \m…