IAMhaggler2011: A Gaussian Process Regression Based Negotiation Agent
OA Location
Author(s)
Williams, CR
Robu, V
Gerding, EH
Jennings, NR
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.
Date Issued
2013-01-31
Citation
Complex Automated Negotiations: Theories, Models, and Software Competitions, 2013, 435, pp.209-212
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
Subjects
Artificial Intelligence & Image Processing
Publication Status
Published