Probably Approximately Correct pdf epub mobi txt 電子書下載 2024

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Leslie Valiant

Basic Books

2013-6-4

208

USD 26.99

Hardcover

9780465032716

圖書標籤: 機器學習認知科學計算機人工智能科學和心理學科普神經科學學習理論

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发表于2024-05-20

Probably Approximately Correct epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Probably Approximately Correct pdf epub mobi txt 電子書下載 2024

圖書描述

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.

Probably Approximately Correct 下載 mobi epub pdf txt 電子書