Learning dynamical systems in a stationary environment Conference Paper

abstract

• The recently emerging field of learning theory, pioneered by Vapnik and Chervonenkis, has by and large been focused on the problem of learning static relations. As an initial attempt to extend this approach to system identification, we examine the problem of learning input-output relations in a stationary environment.

name of conference

• Proceedings of 35th IEEE Conference on Decision and Control

authors

• Kumar, Panganamala

published proceedings

• Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference

author list (cited authors)

• Campi, M. C., & Kumar, P. R.

citation count

• 10

complete list of authors

• Campi, MC||Kumar, PR

publication date

• January 1996

publisher

• Institute of Electrical and Electronics Engineers (IEEE)  Publisher

published in

• Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control  Journal

Digital Object Identifier (DOI)

• 10.1109/cdc.1996.573117

start page

• 2308-2311 vol.2

end page

• 2311

volume

• 2

URL

• http://dx.doi.org/10.1109/cdc.1996.573117