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Imagine knowing that the stock market will likely crash in three years, that extreme weather will destroy your home in eight or that you will have a debilitating disease in 15—but that you can take ...
Google DeepMind has successfully navigated a 3D maze without cheating—it didn't have access to the digital world's internal code. Instead, it walked around walls and into rooms by "sight," as New ...
Reinforcement learning (RL) is a branch of machine learning that addresses problems where there is no explicit training data. Q-learning is an algorithm that can be used to solve some types of RL ...
Behavioral psychologists have long used mazes to study memory and learning; their subjects, mostly rats and mice. Now researchers are beginning to use the same approach to test an entirely new kind of ...
When it comes to machine learning, every performance gain is worth a bit of celebration. That's particularly true for Google's DeepMind division, which has already proven itself by beating a Go world ...
Google DeepMind has already conquered the world of Go, but its next accomplishment may be walking around in a game of Doom or GoldenEye 007. The artificial intelligence system successfully navigated a ...