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The Decoder· Matthias Bastian·· 2 天前精选AI 评分61

4 个 Gemini 4 Argon 智能体自主通关 Minecraft

Four Gemini 4 Argon agents beat Minecraft without any human help

AI 导读

4 个运行在 Google Gemini 4 Argon 上的 AI 智能体在没有人类输入的情况下自主通关 Minecraft,并击败末影龙。Google DeepMind 团队将它们放入随机生成的世界,没有指定角色、策略或游戏专用工具;智能体自行分工、互相提醒威胁,并在共享记忆中记录错误。

推荐理由

这次 Minecraft 通关展示了智能体在未分配角色和策略时的自主协作过程,并以运行时长、程序数和死亡次数呈现执行成本与过程。

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Matthias Bastian

Oct 18, 2026

Four AI agents running on Google's Gemini 4 Argon have beaten Minecraft for the first time without human input, slaying the Ender Dragon in a fully autonomous run. The Google Deepmind team dropped the agents into a randomly generated world without assigning roles, strategies, or game-specific tools. They split up tasks on their own, warned each other about threats, recovered items from dead teammates, and logged mistakes in a shared memory. Over 27 hours and 14 minutes, the four agents wrote a total of 2,783 JavaScript programs, exchanged 229 chat messages, and died 605 times.

The four Gemini 4 Argon agents and their progression through Minecraft. | Image: Faldor et al.

The entire session cost $1,620 at the standard Gemini 4 Argon price that takes effect in 2027. Minecraft is just the latest example of agentic AI models beating video games that used to require purpose-built AI systems trained from scratch just a few years ago.

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来源:The Decoder · the-decoder.com