Bayesian nonparametrics and feedback-linearisation of discretised control-affine systems

We propose random field system identification and inversion control (RF-SIIC) as a method for simultaneous probabilistic identification and control of time-discretised control-affine systems. Identification is achieved by conditioning random field priors on observations of configurations and noisy e...

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Bibliographic Details
Main Authors: Calliess, J, Papachristodoulou, A, Roberts, S
Format: Conference item
Published: Institute of Electrical and Electronics Engineers 2019