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Reinforcement Learning
The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence.Reinforcement …
Deep Learning
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research …
Elements of Causal Inference
A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.The mathematization of causality is a relatively recent …
Gaussian Processes for Machine Learning
A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines.Gaussian …
Machine Learning, revised and updated edition
A concise overview of machine learning--computer programs that learn from data--the basis of such applications as voice recognition and driverless cars. Today, machine learning …
The Artist in the Machine
An authority on creativity introduces us to AI-powered computers that are creating art, literature, and music that may well surpass the creations of humans.Today's computers are …
Cybernetics or Control and Communication in the Animal and the Machine
A classic and influential work that laid the theoretical foundations for information theory and a timely text for contemporary informations theorists and practitioners.With the …
A Vast Machine
The science behind global warming, and its history: how scientists learned to understand the atmosphere, to measure it, to trace its past, and to model its future.Global warming …
The Artist in the Machine
Today's computers are composing music that sounds "more Bach than Bach," turning photographs into paintings in the style of Van Gogh's Starry Night, and even writing screenplays. …
Deep Learning
An accessible introduction to the artificial intelligence technology that enables computer vision, speech recognition, machine translation, and driverless cars.Deep learning is an …