Reinforcement Learning: An Introduction
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For one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence. The long-anticipated revision of this best-selling text offers the most comprehensive, up-to-date introduct…
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Introduction to Algorithms
A comprehensive update of the leading algorithms text, with new material on matchings in bipartite graphs, online algorithms, machine learning, and other topics.
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Gödel, Escher, Bach: An Eternal Golden Braid
Douglas Hofstadter's book is concerned directly with the nature of “maps” or links between formal systems. However, according to Hofstadter, the formal system that underlies all mental activity transc…
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Grokking Deep Reinforcement Learning
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Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
We live in the age of the algorithm. Increasingly, the decisions that affect our lives--where we go to school, whether we can get a job or a loan, how much we pay for health insurance--are being made …
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Philosophical Investigations
Incorporating significant editorial changes from earlier editions, the fourth edition of Ludwig Wittgenstein's Philosophical Investigations is the definitive en face German-English version of the most…
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The Pragmatic Programmer: From Journeyman to Master
Straight from the programming trenches, The Pragmatic Programmer cuts through the increasing specialization and technicalities of modern software development to examine the core process--taking a …
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The Book of Why: The New Science of Cause and Effect
A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence
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Fluent Python: Clear, Concise, and Effective Programming
Python's simplicity lets you become productive quickly, but this often means you aren't using everything it has to offer. With this hands-on guide, you'll learn how to write effective, idiomatic Pytho…
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Designing Data-Intensive Applications
Data is at the center of many challenges in system design today. Difficult issues need to be figured out, such as scalability, consistency, reliability, efficiency, and maintainability. In addition, w…
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The Alignment Problem: Machine Learning and Human Values
A jaw-dropping exploration of everything that goes wrong when we build AI systems and the movement to fix them.
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Today’s "machine-learning" systems, trained by data, are so effective that we’ve invited… -
Whipping Girl: A Transsexual Woman on Sexism and the Scapegoating of Femininity
A provocative manifesto, Whipping Girl tells the powerful story of Julia Serano, a transsexual woman whose supremely intelligent writing reflects her diverse background as a lesbian transgender activi…
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The House of the Dead
Accused of political subversion as a young man, Fyodor Dostoyevsky was sentenced to four years of hard labor at a Siberian prison camp — a horrifying experience from which he developed this astounding…
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Thinking In Systems: A Primer
Meadows’ Thinking in Systems, is a concise and crucial book offering insight for problem solving on scales ranging from the personal to the global. Edited by the Sustainability Institute’s Diana Wrigh…
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Tractatus Logico-Philosophicus
Perhaps the most important work of philosophy written in the twentieth century, Tractatus Logico-Philosophicus was the only philosophical work that Ludwig Wittgenstein published during his life. Writt…
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The Elegant Universe: Superstrings, Hidden Dimensions, and the Quest for the Ultimate Theory
Brian Greene, one of the world's leading string theorists, peels away the layers of mystery surrounding string theory to reveal a universe that consists of eleven dimensions, where the fabric of space…
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At the Mountains of Madness
Long acknowledged as a master of nightmarish vision, H.P. Lovecraft established the genuineness and dignity of his own pioneering fiction in 1931 with his quintessential work of supernatural horror, A…
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Napoleon: A Life
The definitive biography of the great soldier-statesman by the New York Times bestselling author of The Storm of War—winner of the Los Angeles Times Book Prize for Biography and the Grand Prix of the …
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