Metaverse Post highlights how Nvidia's AI triumphs with a remarkably advanced Minecraft bot that sets new standards in artificial intelligence.
Nvidia AI has won the machine learning award The sophisticated Minecraft bot was meticulously designed by a collaboration of researchers from Nvidia, Stanford, and Caltech, following extensive training with a reinforcement learning algorithm to master tasks like navigating, hunting, mining, and construction within the game.
Minedojo, Nvidia's innovative AI agent that interprets written instructions to execute actions in Minecraft, earned the prestigious dataset and benchmark award at the NeurIPS Conference 2022.
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In the training process, researchers exposed Minedojo to a vast corpus of content: 730,000 YouTube videos about Minecraft, featuring over 2.2 billion words in transcription; 7,000 pages sourced from the Minecraft wiki; along with 340,000 Reddit threads and 6.6 million comments revolving around gameplay discussions.
Using insights gleaned from this data, the team devised MineClip, a specialized tool that associates specific video snippets with corresponding actions in Minecraft. transformer model Thanks to this setup, players can communicate with Minedojo in natural language, instructing it to 'locate a desert pyramid' or 'construct and step into a portal to the Nether,' prompting the AI to undertake the necessary steps within the game.
You can view Minedojo's capabilities in action, and the source code for both Minedojo and MineClip is publicly accessible on our platform.
On its official website Minecraft is an acclaimed video game that allows players to engage in building and destroying blocks within a richly designed 3D world. GitHub .
- The game is open-ended, encouraging players to unleash their creativity without predefined objectives.
- Nvidia Corporation is an American tech giant renowned for its advancements in artificial intelligence (AI) and graphics processing units (GPUs).
- Burberry is making waves by introducing fashion elements into the Minecraft metaverse.
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In line with the Trust Project guidelines Damir leads the team at Metaverse Post as the product manager and editor, focusing on AI/ML, AGI, LLMs, Metaverse, and Web3 topics. His articles garner an audience exceeding a million readers monthly, showcasing his decade-long expertise in SEO and digital marketing. Damir's insights have been featured in renowned platforms like Mashable, Wired, Cointelegraph, and others. As a digital nomad, he frequently travels across the UAE, Turkey, Russia, and the CIS. Damir possesses a bachelor’s degree in physics, a background he credits for developing the critical thinking abilities crucial for navigating the rapidly evolving online landscape.
