OpenAI's Dota 2 bot defeats world's best pro player

Dota 2 - OpenAI Blog

Dota 2 - OpenAI Blog

It was a 1 vs 1 Dota 2 match in a controlled environment but the AI's success is still remarkable.

Dota 1v1 is a complex game with hidden information. It had announced putting its AI against the top human competitors.

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"Maybe if I played it a lot of times", Dendi ponders as he loses, perhaps questioning whether fighting back against the machines is futile or not. Sumail, also a TechJuice 25 under 25, is one of the Time Magazine's top 30 influential teenagers.

In this footage from the Dota 2 International, Dendi - one of the world's best players - challenges OpenAI to a best of three competition. But a short blog post today describes a technique called "self-play" in which the agent started from scratch with no knowledge and was trained using supervised learning over a two-week period, repeatedly playing against itself.

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In the best of 3 match, the AI was able to beat Dendi in less than 10 minutes. After the AI quickly got the first kill in the second round, the human player gave up and forfeited the rest of the match.

As artificial intelligence has already mastered the ancient game of Go, researchers are now moving on to complicated games of a more modern variety, like the massively popular MOBA title Dota 2.

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Want to play Dota 2 but not sure where to begin? Although AI's action-per-minute was found to be in comparison to the average human player skill level, it was able to slowly able to learn from the mistakes and develop intuitive skills to beat even the best in the game. The AI was apparently developed in just two month, two weeks of which was spent in "intensive" training where the bot amassed "lifetimes" worth of experience, or so says The Verge.

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