marcoschouten/imitation-learning

Reproduced human hand movements on a simulated manipulator with an R2 score over 89% by imitation learning. Action demonstrations are acquired using a Kinect motion sensor to record hand movements. Firstly, task trajectories are encoded by Gaussian Mixture Model fit by Expectation Maximization. Secondly, motion is retrieved by statistical inference