Peter Stone's Selected Publications

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The Champion UT Austin Villa 2003 Simulator Online Coach Team

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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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.

BibTeX Entry

@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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