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Near-perfect point-goal navigation from 2.5 billion frames of experience

Facebook AI has effectively solved the task of point-goal navigation by AI agents in simulated environments, using only a camera, GPS, and compass data. Agents achieve nearly 100% success in a variety of virtual settings, such as houses and offices.

Research
NLP

Using neural networks to solve advanced mathematics equations

Facebook AI has developed the first neural network that uses symbolic reasoning to solve advanced mathematics problems.

Research
Open Source

AI Habitat state-of-the-art simulation platform adds object interactivity

We're releasing a major update to Facebook AI’s open source platform for training embodied AI agents in virtual environments. It now supports interactive objects, realistic physics modeling, and more.

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