Skip to main content
Article thumbnail
Location of Repository

Coach: A Machine Learning Approach

By In Daniele Nardi, Martin Riedmiller, Claude Sammut, Robocup- Robot, Soccer World, Cup Viii, Gregory Kuhlmann, Peter Stone and Justin Lallinger

Abstract

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 handcoded 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.

Year: 2009
OAI identifier: oai:CiteSeerX.psu:10.1.1.135.9583
Provided by: CiteSeerX
Download PDF:
Sorry, we are unable to provide the full text but you may find it at the following location(s):
  • http://citeseerx.ist.psu.edu/v... (external link)
  • http://www.cs.utexas.edu/~psto... (external link)
  • Suggested articles


    To submit an update or takedown request for this paper, please submit an Update/Correction/Removal Request.