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Probably Approximately Correct

How does life prosper in a complex and erratic world? While we know that nature follows patterns - such as the law of gravity - our everyday lives are beyond what known science can predict. We nevertheless muddle through even in the absence of theories of how to act. But how do we do it? In Probably Approximately Correct computer scientist Leslie Valiant presents a masterful synthesis of learning and evolution to show how both individually and collectively we not only survive but prosper in a world as complex as our own. The key is probably approximately correct" algorithms a concept Valiant developed to explain how effective behavior can be learned. The model shows that pragmatically coping with a problem can provide a satisfactory solution in the absence of any theory of the problem.
After all finding a mate does not require a theory of mating. Valiant's theory reveals the shared computational nature of evolution and learning and sheds light on perennial questions such as nature versus nurture and the limits of artificial intelligence."
  • Availability: In Stock
  • Supplier: WHSmith
  • SKU: 9780465032716
Availability: In Stock
£17.63

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How does life prosper in a complex & erratic world? While we know that nature follows patterns
- such as the law of gravity
- our everyday lives are beyond what known science can predict. We nevertheless muddle through even in the absence of theories of how to act. But how do we do it? In Probably Approx. Correct computer scientist Leslie Valiant presents a masterful synthesis of learning & evolution to show how both individually & collectively we not only survive but prosper in a world as complex as our own. The key is probably Approx. correct" algorithms a concept Valiant developed to explain how effective behavior can be learned. The model shows that pragmatically coping with a problem can provide a satisfactory solution in the absence of any theory of the problem. After all finding a mate does not require a theory of mating. Valiant's theory reveals the shared computational nature of evolution & learning & sheds light on perennial questions such as nature versus nurture & the limits of artificial intelligence."

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Jargon Buster

Computer - A programmable electronic machine which stores and manipulates data.
Key - A physical or virtual device or code used for opening something
World - A physical grouping, commonly used to describe earth and everything associated with ti
Learning - Educating and growing in intelligence.
Model - A representation of a person or thing, usually smaller scale. It can also be a person that wears clothing.
perennial - A plant that lives for more than two years. Tending to bloom during spring and summer to die back to root over winter.

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