Video Game Data Science – Medium

Video Game Data Science

Beyond Genres: Unraveling Game Categories with Machine Learning

In the evolving world of digital games, traditional classification systems are struggling to keep pace. From educational apps to…

Jul 3

Beyond Genres: Unraveling Game Categories with Machine Learning

Jul 3

Game Telemetry as Biometric Signatures

So you’re immersed in a high-stakes video game, every click and move revealing your unique play style. But your actions aren’t just winning…

Jun 23

Game Telemetry as Biometric Signatures

Jun 23

AI’s Answer to Graphical Glitches

Imagine you’re playing the latest blockbuster video game, and suddenly, a character’s face is missing, replaced by a garbled mess of…

Jun 23

AI’s Answer to Graphical Glitches

Jun 23

Reinforcement Learning for High-Level Strategic Control in Tower Defense Games

In the fast-paced world of video games, keeping players engaged with balanced challenges is essential. A recent paper from SEED at…

Jun 19

Reinforcement Learning for High-Level Strategic Control in Tower Defense Games

Jun 19

Exploring Dynamic Difficulty Adjustment Methods for Video Games

Keeping players engaged is crucial for the success of any video game. However, striking the right balance in difficulty to cater to diverse…

Jun 13

Exploring Dynamic Difficulty Adjustment Methods for Video Games

Jun 13

From Time Series to Topology: Predicting League of Legends Wins with Vietoris-Rips Persistent…

In the world of gaming analytics, researchers are always on the lookout for innovative ways to predict game outcomes. A recent study…

Jun 13

Jun 13

A beginning…

As a Data Scientist at a large video game company, transitioning from an entirely different career path, I’ve been eager to find a way to…

Jun 13

A beginning…

Jun 13

Video Game Data Science

Video Game Data Science

Hi! I’m Ben, a Data Scientist at a big video game company. I switched careers to explore gaming and data. Sharing cool research in DS, ML, and AI in gaming.

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