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Google DeepMind claims four AI agents beat Minecraft in 27 hours by writing 2,783 programs of their own

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Google DeepMind claims four AI agents beat Minecraft in 27 hours by writing 2,783 programs of their own

The game of Minecraft is no match for a team of four Gemini 4 Argon agents, as they were able to defeat it in 27 hours with 2,783 self-written programs, a paper from Google DeepMind reveals. The agents did die 605 times, even on Easy, and about half the run was spent fighting the Ender Dragon, the final boss of the game. The run finally came to completion when the End was solved by stacking dirt to reach the boss’s crystals, at an estimated cost of around $520 in tokens.

The experimental run was designed from the get-go with one goal: kill the Ender Dragon. The playthrough involved a random, shared survival world on Easy with four agents — a fifth agent existed only for reporting — from Gemini 4 Argon, Google’s latest frontier model. Each agent had its own player through the open-source Mineflayer JavaScript library for Minecraft bots, but they were able to coordinate through in-game chat and shared notes. Every program used in the run was written by the agents themselves, and the emphasis is on coding and teamwork rather than game-playing.

” Mineflayer tells the agents where blocks and creatures are, with a pathfinding plugin to plan routes. ” The run, starting with the first program and ending with the dragon's death, took 27 hours and 14 minutes.



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