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DeepMind agents finish Minecraft in 27 hours using self‑written code

Four Gemini 4 Argon agents wrote 2,783 programs, died 605 times and spent $520 in compute to kill the Ender Dragon.

By Published by Oossa: 1 min read

Oberon Copeland @veryinformed.com · Unsplash

Google DeepMind released a paper showing that four AI agents based on its Gemini 4 Argon model completed a full Minecraft survival run in 27 hours. The agents wrote a total of 2,783 small programs during the playthrough, coordinated through in‑game chat, and finally defeated the Ender Dragon by stacking dirt to reach the boss’s crystals. The experiment cost roughly $520 in token usage, according to the authors.

How the agents worked

Each agent controlled its own player using the open‑source Mineflayer JavaScript library, which lets bots interact with Minecraft. A fifth agent acted only as a reporter, logging progress. The agents communicated by sending messages in the game and sharing notes, allowing them to split tasks such as gathering resources, building, and fighting. Even on the Easy difficulty setting they died 605 times, and about half of the total time was spent battling the Ender Dragon before the final solution was found.

Why it matters

For gamers and developers, the result shows that AI can not only play games but also generate usable code on the fly, opening possibilities for automated testing or content creation in sandbox environments. However, the experiment still required human‑crafted libraries and a controlled setup, so everyday players won’t see AI‑driven Minecraft bots anytime soon.

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