Learning communicative actions of conflicting human agents

  • Authors:
  • Boris A. Galitsky;Sergei O. Kuznetsov

  • Affiliations:
  • School of Computer Science and Information Systems, Birkbeck College, University of London, London WC1E 7HX, UK;All-Russian Institute for Scientific and Technical Information (VINITI), Usievicha 20, Moscow 125190, Russia

  • Venue:
  • Journal of Experimental & Theoretical Artificial Intelligence
  • Year:
  • 2008

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Abstract

We focus in this paper on the problem of learning an autonomous agent's policy when the state space is very large and the set of actions available is comparatively short. To this end, we use a non-parametric decision rule (concretely, a nearest-neighbour ...