Microsoft Technology Licensing, LLC

Jan Stuehmer

Andrew William Fitzgibbon

Thomas Joseph Cashman

Federica Bogo

Luca Ballan

A control system comprises a memory storing a sequence of sensor data received from one or more sensors. The control system has a processor which processes the sensor data to compute a sequence of derived sensor data values. An autoencoder receives the sequence of derived sensor data values and computes a forward prediction of the sequence of derived sensor data values, the autoencoder having been trained imposing a relationship on positions of the derived sensor data values encoded in a latent space of the autoencoder. A processor initiates control of an apparatus using the forward prediction.

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Cambridge, United Kingdom

Jan Stuehmer