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IAMhaggler2011: A Gaussian Process Regression Based Negotiation Agent

Publication available at: http://eprints.soton.ac.uk/273104/
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
URI: http://hdl.handle.net/10044/1/36677
DOI: http://dx.doi.org/10.1007/978-3-642-30737-9_14
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 http://dx.doi.org/10.1007/978-3-642-30737-9_14
Keywords: Artificial Intelligence & Image Processing
Publication Status: Published
Open Access location: http://eprints.soton.ac.uk/273104/
Appears in Collections:Faculty of Engineering