Auctions, evolution, and multi-agent learning

Authors:
Steve Phelps;Kai Cai;Peter McBurney;Jinzhong Niu;Simon Parsons;Elizabeth Sklar
Affiliations:
Department of Computer Science, University of Liverpool, Liverpool;Department of Computer Science, Graduate Center, City University of New York, New York, NY;Department of Computer Science, University of Liverpool, Liverpool;Department of Computer Science, Graduate Center, City University of New York, New York, NY;Department of Computer Science, Univ. of Liverpool, Liverpool and Department of Computer Science, Graduate Center, City Univ. of New York, New York, NY and Dept. of Computer and Inf. Science, Broo ...;Department of Computer Science, Graduate Center, City University of New York, New York, NY and Department of Computer and Information Science, Brooklyn College, City University of New York, Brookl ...
Venue:
ALAMAS'05/ALAMAS'06/ALAMAS'07 Proceedings of the 5th , 6th and 7th European conference on Adaptive and learning agents and multi-agent systems: adaptation and multi-agent learning
Year:
2005

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Abstract

For a number of years we have been working towards the goal of automatically creating auction mechanisms, using a range of techniques from evolutionary and multi-agent learning. This paper gives an overview of this work. The paper presents results from several experiments that we have carried out, and tries to place these in the context of the overall task that we are engaged in.