AI beats top 'Dota 2' players in one-on-one matches

Dota 2 - OpenAI Blog

For the first time, AI crushed a professional Dota 2 player at the game's biggest tournament

"The correlation between player skill and actions-per-minute is not strong, and in fact, our AI's actions-per-minute are comparable to that of an average human player". While this was a less complex, 1v1 battle, OpenAI is working on another bot that could play against and alongside humans in a larger 5v5 battle.

"OpenAI first ever to defeat world's best players in competitive eSports". Players control one of dozens of different characters with varying abilities, and compete to collect items and control territory.

Check out the gameplay the bot shows off - with players even saying that it plays in a very human-like manner.

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The founder of Blue Origin, Elon Musk took to the Twitter and posted about a bot built by his nonprofit organization, OpenAI and also said that it has managed to beat several of the world's best players at the video game, Dota 2.

In this style of play, OpenAI's bot is completely dominant.

"This guy is scary", Dendi repeated during play as the bot whittled down his health. The next step, Brockman added, was training the bot to play as five players at once, and take on a full team of professionals.

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The OpenAI bot appears to run off a modified version of a genetic machine learning algorithm, meaning it evolves and learns as it plays and discards inferior versions of its code (the company wasn't specific with its language, but a programmer friend of mine who also plays Dota said it sounded like a genetic algorithm).

Success in Dota requires players to develop intuitions about their opponents and plan accordingly.

The latest game in which AI has beaten a top human player is Dota 2, a battle arena video game published by Valve, as a sequel to Defense of the Ancients. It quickly began to implement research projects, see OpenAI Gym Gives Reinforcement Learning A Work Out and past year partnered with Microsoft in order to use Azure.

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