IAMhaggler2011: A Gaussian Process Regression Based Negotiation Agent

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Title: IAMhaggler2011: A Gaussian Process Regression Based Negotiation Agent
Authors: Williams, CR
Robu, V
Gerding, EH
Jennings, NR
Item Type: Chapter
Abstract: We describe the strategy used by our agent, IAMhaggler2011, which finished in third place in the 2011 Automated Negotiating Agent Competition. A key feature of this agent is the way in which it models the likely negotiation behaviour of its opponent. Specifically, it first uses a Gaussian process regression technique to estimate the future concession of its negotiation opponent. Its concession is then set as a best response to this prediction. © Springer-Verlag Berlin Heidelberg 2013.
Issue Date: 31-Jan-2013
ISBN: 978-3-642-30736-2
Publisher: Springer Berlin Heidelberg
Start Page: 209
End Page: 212
Journal / Book Title: Complex Automated Negotiations: Theories, Models, and Software Competitions
Studies in Computational Intelligence
Volume: 435
Copyright Statement: © Springer Verlag 2013. The final publication is available at Springer via
Keywords: Artificial Intelligence & Image Processing
Publication Status: Published
Open Access location:
Appears in Collections:Faculty of Engineering