Adaptiveness in agent communication: Application and adaptation of conversation patterns

Autoren Felix Fischer
Michael Rovatsos
Gerhard Weiß
Editoren F. Dignum
R. van Eijk
R. Flores
TitelAdaptiveness in agent communication: Application and adaptation of conversation patterns
BuchtitelAgent Communication II
Typin Sammelband
VerlagSpringer
SerieLecture Notes in Computer Science
Band3859
ISBN978-3-540-68142-7
Jahr2006
Seiten211-226
SCCH ID#615
Abstract

Communication in multi-agent systems (MASs) is usually governed by agent communication languages (ACLs) and communication protocols carrying a clear cut semantics. With an increasing degree of openness, however, the need arises for more flexible models of communication that can handle the uncertainty associated with the fact that adherence to a supposedly agreed specification of possible conversations cannot be ensured on the side of other agents. In this paper, we argue for adaptiveness in agent communication. We present a particular approach that combines conversation patterns as a generic way of describing the available means of communication in a MAS with a decision-theoretic framework and various different machine learning techniques for applying these patterns in and adapting them from actual conversations.