Deep learning is a form of machine learning that models patterns in data as complex, multi-layered networks. Because deep learning is the most general way to model a problem, it has the potential ...

A barren plateau is a trainability problem that occurs in machine learning optimization algorithms when the problem-solving space turns flat as the algorithm is run. In that situation, the ...

These games are available in a database called the Arcade Learning Environment, which is increasingly being used to test the learning behavior of algorithms ... known problem with deep-learning ...

Deep learning is a subset of machine learning where artificial neural networks, algorithms inspired by ... Just about any problem that requires “thought” to figure out is a problem deep ...

Machine learning and ... Which kind of algorithm works best (supervised, unsupervised, classification, regression, etc.) depends on the kind of problem you’re solving, the computing resources ...

Algorithms are sets of rules or procedures used to solve a computing problem. Companies building apps might use the deep-learning algorithms to identify faces in a crowd, detect nudity or gore ...

This introspection led them to pilot the Context for Learning Mathematics program, which emphasizes problem-solving and critical thinking ... and challenge each other’s strategies, fostering a deep ...

Most machine learning algorithms are shouting names in the street. They perform perceptive tasks that a person can do in under a second. But another kind of AI — deep reinforcement learning ...