Lunes, 21 Agosto, 2017

Elon Musk's OpenAI Beats The Best Players At Dota 2

Dota 2 - OpenAI Blog For the first time, AI crushed a professional Dota 2 player at the game's biggest tournament
Montez Delgado | 12 Agosto, 2017, 22:09

OpenAI, a startup funded by Elon Musk, has developed an AI bot for DOTA 2 that's managed to beat the very best DOTA 2 players in 1v1 matches. The company claims that the AI was able to defeat the humans not because of its actions-per-minute but due to its live grasp of the opponent's strategy and planning accordingly.

In the live Shadow Fiend mirror match against Dendi, the bot executed an impossibly ideal creep block, perfectly balanced creep aggro, and even recognized and cancelled Dendi's healing items. In the future, it aims to develop a complete bot Dota 2 team.

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"We've coached it to learn just from playing against itself", said OpenAI researcher Jakub Pachoki.

It was a 1 vs 1 Dota 2 match in a controlled environment but the AI's success is still remarkable. OpenAI hopes to have its bot mastering five-on-fives by next year's Invitational, though. The title not only involves much more freedom of movement than most board games, but depends on feinting, denial and other less-than-obvious tactics. A second round ended similarly, with Dendi surrendering after a few minutes. The AI "feels a little like [a] human, but a little like something else", Dendi said.

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Dota 2, which is played by over 10 million people monthly is normally played between two teams of 5 players with the goal of collectively destroying a large structure defended by the opposing team known as the "Ancient", whilst defending their own.

Engineers from OpenAI, which is backed by Tesla and SpaceX CEO Elon Musk, explained that their bot earned a "lifetime" of experience after two weeks of real-time Dota 2 training against itself, eventually working up to go undefeated against other professional players, including Artour "Arteezy" Babaev and Syed "Suma1L" Hassan.

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