, , ,

Probably Approximately Correct: Nature's Algorithms for Learning and Prospering in a Complex World

ブランド:betaniatm.adventist.ro
販売価格:¥16940.00円¥10840.00円 (税込)

※商品写真の色味は、お使いのモニターの設定、照明等の環境により、実物とは異なる場合がございます。

商品詳細

商品の詳細



From a leading computer scientist, a unifying theory that will revolutionize our understanding of how life evolves and learns.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.Offering a powerful and elegant model that encompasses life's complexity, Probably Approximately Correct has profound implications for how we think about behavior, cognition, biological evolution, and the possibilities and limits of human and machine intelligence.
商品説明

商品の説明

Probably Approximately Correct: Nature\'s Algorithms for Learning and Prospering in a Complex World
Probably Approximately Correct Learning-PAC Learning
Probably Approximately Correct: Nature\'s Algorithms for Learning and Prospering in a Complex World
Probably Approximately Correct: Nature\u0027s Algorithms for Learning and Prospering in a Complex World
Probably Approximately Correct: Nature\'s Algorithms for Learning and Prospering in a Complex World
PAC learning: the framework
Probably Approximately Correct: Nature\'s Algorithms for Learning and Prospering in a Complex World
Probably Approximately Correct
Probably Approximately Correct: Nature\'s Algorithms for Learning and Prospering in a Complex World
What is and How Probably Approximately Correct Algorithms PAC Help Us Make Sense of it All
Probably Approximately Correct: Nature\'s Algorithms for Learning and Prospering in a Complex World
PPT - Probably Approximately Correct Model (PAC) PowerPoint
Probably Approximately Correct: Nature\'s Algorithms for Learning and Prospering in a Complex World
The probably approximately correct (PAC) learning model
Probably Approximately Correct: Nature\'s Algorithms for Learning and Prospering in a Complex World
Probably Approximately Correct: Nature\u0027s Algorithms for Learning and Prospering in a Complex World
Probably Approximately Correct: Nature\'s Algorithms for Learning and Prospering in a Complex World
Probably Approximately Correct by Leslie Valiant (2013): AA
Probably Approximately Correct: Nature\'s Algorithms for Learning and Prospering in a Complex World
Probably Approximately Correct,\u201d by Leslie Valiant \u2013 Center
Probably Approximately Correct: Nature\'s Algorithms for Learning and Prospering in a Complex World
Probably Approximately Correct (PAC)Learning ( KTU CS467 Machine Learning Module 2)
Probably Approximately Correct: Nature\'s Algorithms for Learning and Prospering in a Complex World
Probably Approximately Correct Learning Yongsub Lim Applied
クチコミ

クチコミ評価(4.8 / 785件)

最新のクチコミ