LoL: Content-Based Champion Recommendations with Dimensionality Reduction
Using AI techniques to simplify Champion playstyles into simple and explainable attributes, useful for classifying them into classes or recommending them to players.
Articles
LoL: Analyzing “Tilt” to Win More Games
Is tilt measurable? Does playing after a loss impact your win rate? How about a win? We explore all this, plus the variance across Elos, in todays article.
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LoL: Graph Networks for Champion Recommendations
Measuring the similarities of Champions in a graph network, and how certain players consistently enjoy the same sort of Champions across all roles.
