Search Results for author: Olivia Michael

Found 4 papers, 2 papers with code

RoboCupSimData: A RoboCup soccer research dataset

1 code implementation6 Nov 2017 Olivia Michael, Oliver Obst, Falk Schmidsberger, Frieder Stolzenburg

These data are made available as CSV files, as well as in the original soccer simulator formats.

Analysing Soccer Games with Clustering and Conceptors

no code implementations19 Aug 2017 Olivia Michael, Oliver Obst, Falk Schmidsberger, Frieder Stolzenburg

With the proposed approach, we can segment games into sequences of situations that are learnt in an unsupervised way, and learn conceptors that are useful for the prediction of the near future of the respective situation.

Clustering

BetaRun Soccer Simulation League Team: Variety, Complexity, and Learning

no code implementations12 Mar 2017 Olivia Michael, Oliver Obst

RoboCup offers a set of benchmark problems for Artificial Intelligence in form of official world championships since 1997.

BIG-bench Machine Learning

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