Download PDF BookProbably Approximately Correct Nature Algorithms for Learning and Prospering in a Complex World

Download Probably Approximately Correct Nature Algorithms for Learning and Prospering in a Complex World

Download Probably Approximately Correct Nature Algorithms for Learning and Prospering in a Complex World

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We have effective theories for very few things. Gravity is one, electromagnetism another. But for most things—whether as mundane as finding a mate or as major as managing an economy—our theories are lousy or nonexistent. Fortunately, we don't need them, any more than a fish needs a theory of water to swim; we're able to muddle through. But how do we do it In Probably Approximately Correct, computer scientist Leslie Valiant presents a theory of the theoryless. The key is “probably approximately correct” learning, Valiant's model of how anything can act without needing to understand what is going on. The study of probably approximately correct algorithms reveals the shared computational nature of evolution and cognition, indicates how computers might possess authentic intelligence, and shows why hacking a problem can be far more effective than developing a theory to explain it. After all, finding a mate is a lot more satisfying than finding a theory of mating.Offering an elegant, powerful model that encompasses all of life's complexity, Probably Approximately Correct will revolutionize the way we look at the universe's greatest mysteries. Maelstrom by Peter Watts - Echopraxia Prelude: Messiah. The day after Patricia Rowan saved the world a man named Elias Murphy brought a piece of her conscience home to roost. She hardly needed another one. SimCity (Video Game) - TV Tropes Copy Protection: SimCity came with a folded dark red sheet of paper with dozens of city names and "code blocks" printed in slightly darker red that was impossible to ... Full text of "NEW " - Internet Archive Search the history of over 284 billion web pages on the Internet. The Master Algorithm: How the Quest for the Ultimate ... In the world's top research labs and universities the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data and ... Energy Globe Award / Project database Energy Globe Award. Here you find the international winners of the World ENERGY GLOBE Award from 2003 on and the best submissions for the ENERGY GLOBE Award 2006 to 2016.
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