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