@COMMENT This file was generated by bib2html.pl version 0.90
@COMMENT written by Patrick Riley
@COMMENT This file came from Peter Stone's publication pages at
@COMMENT http://www.cs.utexas.edu/~pstone/papers
@Incollection(LNAI2004-coach,
author="Gregory Kuhlmann and Peter Stone and Justin Lallinger",
title="The {UT} {A}ustin {V}illa 2003 Champion Simulator Coach: A Machine Learning Approach",
booktitle= "{R}obo{C}up-2004: Robot Soccer World Cup {VIII}",
Editor="Daniele Nardi and Martin Riedmiller and Claude Sammut",
Publisher="Springer Verlag",address="Berlin",year="2005",
series="Lecture Notes in Artificial Intelligence",
volume="3276",
pages="636--644",
abstract={
The UT Austin Villa 2003 simulated online soccer
coach was a first time entry in the RoboCup Coach
Competition. In developing the coach, the main
research focus was placed on treating advice-giving
as a machine learning problem. Competing against a
field of mostly hand-coded coaches, the UT Austin
Villa coach earned first place in the competition.
In this paper, we present the multi-faceted learning
strategy that our coach used and examine which
aspects contributed most to the coach's success.
},
wwwnote = {Official version from Publisher's Webpage© Springer-Verlag},
)