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Gregory Kuhlmann, Peter Stone, and Justin Lallinger. The Champion UT Austin Villa 2003 Simulator Online Coach Team. In Daniel Polani, Brett Browning, Andrea Bonarini, and Kazuo Yoshida, editors, RoboCup-2003: Robot Soccer World Cup VII, Springer Verlag, Berlin, 2004.
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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 learning problem. The coach learns to predict agent behavior from past observations and automatically generates advice to improve its team's performance. Using this approach, the UT Austin Villa coach earned first place in this year's competition.
@incollection(LNAI2003-coach-team,
Author="Gregory Kuhlmann and Peter Stone and Justin Lallinger",
Title="The Champion {UT} {A}ustin {V}illa 2003 Simulator Online Coach Team",
booktitle= "{R}obo{C}up-2003: Robot Soccer World Cup {VII}",
Editor="Daniel Polani and Brett Browning and Andrea Bonarini and Kazuo Yoshida",
Publisher="Springer Verlag",address="Berlin",year="2004",
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 learning problem. The coach learns to predict
agent behavior from past observations and
automatically generates advice to improve its team's
performance. Using this approach, the UT Austin
Villa coach earned first place in this year's
competition.
},
)
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