Towards a test‐bed for trading agents in electronic auction markets

Article type: Research Article

Authors: Rodríguez‐Aguilar, Juan A. | Martín, Francisco J. | Noriega, Pablo | Garcia, Pere | Sierra, Carles

Affiliations: Artificial Intelligence Research Institute, IIIA Spanish Council for Scientific Research, CSIC 08193 Bellaterra, Barcelona, Spain E‐mail: {jar,martin,pablo,pere,sierra}@iiia.csic.es http://www.iiia.csic.es

Abstract: We present a framework for defining trading scenarios based on fish market auctions. In these scenarios, trading (buyer and seller) heterogeneous (human and software) agents of arbitrary complexity participate in auctions under a collection of standardized market conditions and are evaluated against their actual market performance. We argue that such competitive situations constitute convenient problem domains in which to study issues related with agent architectures in general and agent‐based trading strategies in particular. The proposed framework, conceived and implemented as an extension of FM96.5 (a Java‐based version of the Fishmarket auction house), constitutes a test‐bed for trading agents in auction tournament environments, FM97.6. Finally, we illustrate how to generate tournaments with the aid of our test‐bed by defining and running a very simple tournament involving a set of rudimentary buyer agents.

Keywords: Agent test‐beds, multi‐agent systems, agent‐mediated institutions, auctions, e‐commerce

Journal: AI Communications, vol. 11, no. 1, pp. 5-19, 1998