TY - CHAP
T1 - IAMhaggler2011
T2 - A Gaussian process regression based negotiation agent
AU - Williams, Colin R.
AU - Robu, Valentin
AU - Gerding, Enrico H.
AU - Jennings, Nicholas R.
PY - 2013
Y1 - 2013
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84870423071&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-30737-9_14
DO - 10.1007/978-3-642-30737-9_14
M3 - Chapter
AN - SCOPUS:84870423071
SN - 9783642307362
T3 - Studies in Computational Intelligence
SP - 209
EP - 212
BT - Complex Automated Negotiations
PB - Springer
ER -