Stochastic processes and feedback-linearisation for online identification and Bayesian adaptive control of fully-actuated mechanical systems

This work proposes a new method for simultaneous probabilistic identification and control of an observable, fully-actuated mechanical system. Identification is achieved by conditioning stochastic process priors on observations of configurations and noisy estimates of configuration derivatives. In co...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Calliess, J, Papachristodoulou, A, Roberts, S
स्वरूप: Journal article
प्रकाशित: 2013