Google's Gemini AI Agents Beat Minecraft After 27 Hours And No Human Help
Google has just used four Gemini 4 model agents to defeat Minecraft in 27 hours from scratch without any human assistance or game-specific modifications. Did the agents have any fun while doing it, though?
According to Google's study, four Gemini 4 Argon agents were spawned into a completely fresh, randomized Minecraft survival world with a single objective: locate and defeat the Ender Dragon. Rather than relying on scripts, pre-scouted seeds, or specialized reinforcement learning models tailored solely for gaming, the agents relied on multimodal reasoning, an open-source interface library, in-game text chat, and a shared memory framework to navigate the open-world sandbox.
Without human prompting or assigned team roles, the agents spontaneously developed a division of labor. The agents communicated via in-game text messages, warning one another of incoming hostiles, exchanging crafting tips, broadcasting precise coordinates, and recovering inventory items whenever a teammate fell in combat. Over the course...
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