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A Deep Learning Alternative Can Help AI Agents Gameplay the Real World
A new machine learning approach tries to better emulate the human brain, in hopes of creating more capable agentic AI.
Axiom, developed by a software company called Verse AI, is equipped with prior knowledge about the way objects physically interact with each other in the game world. Axiom masters various simplified versions of popular video games called drive, bounce, hunt, and jump using far fewer examples and less computation power. Over the past decade and a bit, deep learning, an approach that uses neural networks, has enabled computers to do all sorts of impressive things including transcribe speech, recognize faces, and generate images.
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