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Foundations of Machine Learning
(Hardback, second edition)
By Mehryar Mohri
Fundamentals of Machine Learning for Predictive Data Analytics
(Hardback, 2nd Revised edition)
By John D. Kelleher
Gaussian Processes for Machine Learning
(Hardback)
By Carl Edward Rasmussen
Interactive Task Learning: Humans, Robots, and Agents Acquiring New Tasks through Natural Interactions
By Kevin A. Gluck
Introduction to Deep Learning
By Eugene Charniak
Introduction to Natural Language Processing
By Jacob Eisenstein
Machine Learning: A Probabilistic Perspective
By Kevin P. Murphy
Multi-Agent Reinforcement Learning: Foundations and Modern Approaches
By Stefano V. Albrecht
Multiagent Systems
(Paperback, second edition)
By Gerhard Weiss
Perturbations, Optimization, and Statistics
By Tamir Hazan
Probabilistic Machine Learning: Advanced Topics
Reasoning about Uncertainty
By Joseph Y. Halpern
Reinforcement Learning: An Introduction
By Richard S. Sutton
The Artist in the Machine
(Paperback)
By Arthur I. Miller
The Deep Learning Revolution
By Terrence J. Sejnowski
The Promise of Artificial Intelligence: Reckoning and Judgment
By Brian Cantwell Smith
The Sciences of the Artificial
By Herbert A. Simon
The Technological Singularity
By Murray Shanahan
Understanding Deep Learning
By Simon J.D. Prince
Machine Learning for Physics and Astronomy
By Viviana Acquaviva
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