Unlike previous AI models trained with hours of human gameplay footage, Dreamer learned Minecraft without prior exposure. Researchers at Google DeepMind and the University of Toronto designed ...

It can take a human player 20 to 30 minutes to first ... Dreamer was also able to mine diamonds quickly by creating a mental model of its Minecraft surroundings, a model that grew more detailed ...

Dreamer is a Google AI model that learned how to play Minecraft and find diamonds on its own, without prior training.

Minecraft has extremely basic texture fidelity, graphics quality, and entity 3D models. When a player creates their character, it has a simple blocky 3D model with pixelated skin texture.

Rather than relying on human gameplay, Dreamer explored the game by itself, learning through experimentation to collect a diamond from scratch. The AI is comprised of three main neural networks. The ...

Skilful learners who alternate between their own learning and using tips from others achieve the greatest learning success.

In Minecraft ... It takes the model about nine days of continuous play to find one diamond. Even though this is exponentially more time than a human player (experts can usually find a diamond ...