Gaussian Process and probabilistic approach

 

1.      Gaussian Process priors:
http://www.inference.phy.cam.ac.uk/mackay/gpB.pdf
http://www.gatsby.ucl.ac.uk/~edward/code/gp/
http://www.dcs.gla.ac.uk/~rod/publications/SolMurLeiLeiRas03.pdf
http://www.dcs.gla.ac.uk/~rod/publications/SbaMur03-DCS-TR-143.pdf
http://www.dcs.gla.ac.uk/~rod/publications/GirRasQuiMur03.pdf
http://www.dcs.gla.ac.uk/~rod/publications/MurSba02.pdf


2.      A Probabilistic Framework for Matching Temporal Trajectories: Condensation-Based Recognition of Gestures and Expressions (1998), Michael J. Black, Allan D. Jepson, European Conf.\/ on Computer Vision, ECCV-98, http://citeseer.nj.nec.com/black98probabilistic.html

 

3.      Probabilistic models of verbal and body gestures, Christoph Bergler, Stephen M. Omohundro, http://www.cs.berkeley.edu/~bregler/pubs.html

 

4.      Role of uncertainty in sensorimotor control, Robert J.V. Beers, Pierre Baraduc, Daniel M. Wolpert, http://www.hera.ucl.ac.uk/sml/publications/papers/VanBarWol02.pdf

 

5.      A unifying computational framework for motor control and social interaction, Daniel M.Wolpert, Kenji Doya, Mitsuo Kawato, http://www.hera.ucl.ac.uk/sml/publications/papers/VanBarWol02.pdf

 

6.      Spatial representation of predictive motor learning, Alice G. Witney, Daniel M.Wolpert, http://www.hera.ucl.ac.uk/sml/publications/papers/WitWol03.pdf

 

7.      Probabilistic inference in human sensorimotor learning , Konrad P.Kording, Daniel M.Wolpert,

 

8.      Bayesian integration in sensorimotor learning, Konrad P.Kording, Daniel M.Wolpert

 

9.      Continuous Uncertain Interaction, J. Williamson, PhD thesis, Department of Computing Science, Faculty of Information and Mathematical Sciences, University of Glasgow, UK, 2006