Wednesday, June 7, 2017

Elon Musk Just Unveiled Breakthrough AI Research. Here’s What You Need to Know. - Kristin Houser, Futurism

Elon Musk co-founded artificial intelligence non-profit OpenAI just announced it has created an AI system that can learn to complete a task in reality after watching just one demonstration of that task in a simulated environment. The research company co-founded and chaired by Elon Musk used two separate neural networks to develop its one-shot imitation learning system. The first, a vision network, analyzes an image from the robot’s camera to determine the location of objects in reality. The second, an imitation network, determines the intent of a task it observes a human demonstrating via a virtual simulation. It then imitates the task in the real-world setting. Again, this network was trained on thousands of virtual demonstrations, but none that took place in reality.

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