Category Archives: video game

Neural Networks Using Doom Level Creator Like It’s 1993

Posted on May 16, 2018 by Fernando Gomes

Readers of a certain vintage will remember the glee of building your own levels for DOOM. There was something magical about carefully crafting a level and then dialing up your friends for a death match session on the new map. Now computers scientists are getting in on that fun in a new way. Researchers from Politecnico di Milano are using artificial intelligence to create new levels for the classic DOOM shooter (PDF whitepaper).

While procedural level generation has been around for decades, recent advances in machine learning to generate game content (usually levels) are different because they don’t use a …read more

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Posted in neural net, neural network, video game, video games | Leave a comment

Artificial Intelligence at the Top of a Professional Sport

Posted on October 20, 2017 by Fernando Gomes

The lights dim and the music swells as an elite competitor in a silk robe passes through a cheering crowd to take the ring. It’s a blueprint familiar to boxing, only this pugilist won’t be throwing punches.

OpenAI created an AI bot that has beaten the best players in the world at this year’s International championship. The International is an esports competition held annually for Dota 2, one of the most competitive multiplayer online battle arena (MOBA) games.

Each match of the International consists of two 5-player teams competing against each other for 35-45 minutes. In layman’s terms, it is …read more

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Posted in Interest, machine learning, neural network, news, openai, Original Art, Software Development, video game | Leave a comment