Abstract
The TAC SCM Prediction Challenge presents an opportunity for agents designed for the full TAC SCM game to compete solely on their ability to make predictions. Participants are presented with situations from actual TAC SCM games and are evaluated on their prediction accuracy in four categories: current and future computer prices, and current and future component prices. This paper introduces the Prediction Challenge and presents the results from 2007 along with an analysis of how the predictions of the participants compare to each other.
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Collins, J., Arunachalam, R., Sadeh, N., Eriksson, J., Finne, N., Janson, S.: The Supply Chain Management game for the 2007 Trading Agent Competition. Technical report (2006), https://www.sics.se/tac/tac07scmspec.pdf
Pardoe, D., Stone, P.: An autonomous agent for supply chain management. In: Adomavicius, G., Gupta, A. (eds.) Handbooks in Information Systems Series: Business Computing. Elsevier, Amsterdam (2008)
Kiekintveld, C., Miller, J., Jordan, P.R., Callender, L.F., Wellman, M.P.: Forecasting market prices in a supply chain game. Submitted to Electronic Commerce Research Applications (2008)
Witten, I.H., Frank, E.: Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations. Morgan Kaufmann, San Francisco (1999)
Kiekintveld, C., Wellman, M., Singh, S., Estelle, J., Vorobeychik, Y., Soni, V., Rudary, M.: Distributed feedback control for decision making on supply chains. In: Fourteenth International Conference on Automated Planning and Scheduling (2004)
Benisch, M., Sardinha, A., Andrews, J., Sadeh, N.: Cmieux: Adaptive strategies for competitive supply chain trading. In: Eighth International Conference on Electronic Commerce (2006)
Burke, D.A., Brown, K.N., Hnich, B., Tarim, A.: Learning market prices for a real-time supply chain management trading agent. In: AAMAS 2006 Workshop on Trading Agent Design and Analysis/Agent Mediated Electronic Commerce (2006)
Benisch, M., Greenwald, A., Grypari, I., Lederman, R., Naroditskiy, V., Tschantz, M.: Botticelli: A supply chain management agent. In: Third International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), vol. 3, pp. 1174–1181 (2004)
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Pardoe, D., Stone, P. (2010). The 2007 TAC SCM Prediction Challenge. In: Ketter, W., La Poutré, H., Sadeh, N., Shehory, O., Walsh, W. (eds) Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis. AMEC TADA 2008 2008. Lecture Notes in Business Information Processing, vol 44. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15237-5_13
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DOI: https://doi.org/10.1007/978-3-642-15237-5_13
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-15236-8
Online ISBN: 978-3-642-15237-5
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