Agent's Adaptivity - Some Aspects of Theoretical Foundations of a Neural Agent Training Process

  • Authors:
  • Andrzej Bielecki

  • Affiliations:
  • -

  • Venue:
  • CEEMAS '01 Revised Papers from the Second International Workshop of Central and Eastern Europe on Multi-Agent Systems: From Theory to Practice in Multi-Agent Systems
  • Year:
  • 2001

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Abstract

In the paper some aspects of theoretical foundations of a neural agent adaptivity is discussed. A method of regularization of a gradient system which models a training process of a layer artificial neural network is considered. The possibilities of applying the result to agent systems are discussed as well.