Peter Stone's Selected Publications

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ATTac-2000: An Adaptive Autonomous Bidding Agent

Peter Stone, Michael L. Littman, Satinder Singh, and Michael Kearns. ATTac-2000: An Adaptive Autonomous Bidding Agent. Journal of Artificial Intelligence Research, 15:189–206, June 2001.
Available from journal's web page.

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Abstract

The First Trading Agent Competition (TAC) was held from June 22nd to July 8th, 2000. TAC was designed to create a benchmark problem in the complex domain of e-marketplaces and to motivate researchers to apply unique approaches to a common task. This article describes ATTac-2000, the first-place finisher in TAC. ATTac-2000 uses a principled bidding strategy that includes several elements of adaptivity. In addition to the success at the competition, isolated empirical results are presented indicating the robustness and effectiveness of ATTac-2000's adaptive strategy.

BibTeX Entry

@article(JAIR-tac00,
    Author="Peter Stone and Michael L. Littman and Satinder Singh and Michael Kearns",
    Title="{ATT}ac-2000: An Adaptive Autonomous Bidding Agent",
    Journal="Journal of Artificial Intelligence Research",
    Volume="15", pages={189--206},
    Month="June", Year="2001",
    abstract={
             The First Trading Agent Competition (TAC) was held from
             June 22nd to July 8th, 2000. TAC was designed to create a
             benchmark problem in the complex domain of e-marketplaces
             and to motivate researchers to apply unique approaches to
             a common task. This article describes ATTac-2000, the
             first-place finisher in TAC. ATTac-2000 uses a principled
             bidding strategy that includes several elements of
             adaptivity. In addition to the success at the
             competition, isolated empirical results are presented
             indicating the robustness and effectiveness of
             ATTac-2000's adaptive strategy.
    },
    wwwnote = {Available from <a href="http://www.jair.org/papers/paper865.html">journal's web page</a>.},
)

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