IAMhaggler2011: A Gaussian Process Regression based Negotiation Agent
IAMhaggler2011: A Gaussian Process Regression based Negotiation Agent
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.
978-3-642-30736-2
209-212
Williams, Colin R.
6c9b507f-f9d0-4a61-84d4-01a2b311e1e6
Robu, Valentin
36b30550-208e-48d4-8f0e-8ff6976cf566
Gerding, Enrico H.
d9e92ee5-1a8c-4467-a689-8363e7743362
Jennings, Nicholas R.
ab3d94cc-247c-4545-9d1e-65873d6cdb30
2012
Williams, Colin R.
6c9b507f-f9d0-4a61-84d4-01a2b311e1e6
Robu, Valentin
36b30550-208e-48d4-8f0e-8ff6976cf566
Gerding, Enrico H.
d9e92ee5-1a8c-4467-a689-8363e7743362
Jennings, Nicholas R.
ab3d94cc-247c-4545-9d1e-65873d6cdb30
Williams, Colin R., Robu, Valentin, Gerding, Enrico H. and Jennings, Nicholas R.
(2012)
IAMhaggler2011: A Gaussian Process Regression based Negotiation Agent.
Ito, Takayuki, Zhang, Minjie, Robu, Valentin and Matsuo, Tokuro
(eds.)
In Complex Automated Negotiations: Theories, Models, and Software Competitions.
vol. 435,
Springer.
.
(doi:10.1007/978-3-642-30737-9_14).
Record type:
Conference or Workshop Item
(Paper)
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.
Text
acan2011.pdf
- Author's Original
More information
Submitted date: 14 January 2012
Published date: 2012
Venue - Dates:
workshop; 2011-01-01, 2012-01-01
Organisations:
Agents, Interactions & Complexity
Identifiers
Local EPrints ID: 273104
URI: http://eprints.soton.ac.uk/id/eprint/273104
ISBN: 978-3-642-30736-2
PURE UUID: 389a0da2-ab81-4a9e-9331-36f9adf7bb4b
Catalogue record
Date deposited: 16 Jan 2012 10:10
Last modified: 15 Mar 2024 03:23
Export record
Altmetrics
Contributors
Author:
Colin R. Williams
Author:
Valentin Robu
Author:
Enrico H. Gerding
Author:
Nicholas R. Jennings
Editor:
Takayuki Ito
Editor:
Minjie Zhang
Editor:
Valentin Robu
Editor:
Tokuro Matsuo
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics