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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In RoboCup-2003: Robot Soccer World Cup VII, 2004.

@inproceedings{kuhlmann:robocup03, title={The Champion UT Austin Villa 2003 Simulator Online Coach Team}, author={Gregory Kuhlmann and Peter Stone and Justin Lallinger}, booktitle={RoboCup-2003: Robot Soccer World Cup VII}, url="http://www.cs.utexas.edu/users/ai-lab/?kuhlmann:robocup03", year={2004} }