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xurxodiz / MarioLevels

My entry for the Mario AI Championship 2012, implementing adaptive procedural level generation. Holds 1st place at the all-time points and percentage tally.
MIT License
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Implement the clustering algorithm #24

Closed xurxodiz closed 12 years ago

xurxodiz commented 12 years ago

Implement the algorithm chosen in #23 in Java, integrating it with our current architecture.

xurxodiz commented 12 years ago

Take good care of removing redundant variables (total number of deaths and deaths by enemy, for example) so not to mess with the results.

xurxodiz commented 12 years ago

I need to correct myself: we don't need to integrate it with our architecture. We can generate the clusters (see #25) beforehand, then integrate the actual matching of user to cluster (#27) in the architecture for online classification.

xurxodiz commented 12 years ago

Finished with commit c117c9310c7e32ef48c838a6f2dff878f2870e46. File ClusterGenerator.java uses EM to read the arff file and output three clusters, saved in the Clusterer classfile clusters.dat.