Monday, June 12, 2017

Researchers Have Created an AI That Is Naturally Curious - Tom Ward, Futurism

Researchers at the University of California (UC), Berkeley, have produced an artificial intelligence (AI) that is naturally curious. They tested it successfully by having it play Super Mario and VizDoom (a rudimentary 3-D shooter), as the video linked below shows. Most current AIs are trained using ‘Reinforcement Learning’ — they are rewarded when they perform a task that helps them to reach a goal or complete a function. This is a useful and effective strategy for teaching AI to complete specific tasks — as shown by the AI who beat the AlphaGo world number one — but less useful when you want a machine to be autonomous and operate outside of direct commands. This is crucial step to integrating AI into the real world and having it solve real world problems because, as Agrawal says, “rewards in the real world are very sparse.” https://futurism.com/researchers-have-created-an-ai-that-is-naturally-curious/

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