The Artificial Intelligence and Machine Learning series currently contains 39 books published by Morgan & Claypool since 2007. Your annual subscription gives you access to each and every book through the
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Series Editors Ronald Brachman (Jacobs Technion-Cornell Institute at Cornell Tech) and Peter Stone (University of Texas at Austin) have collected the leaders of AI/ML research and development to create the most comprehensive and relevant collection of books on these subjects for researchers, developers, and advanced students.
ANY NEW BOOK PUBLISHED DURING YOUR ANNUAL SUBSCRIPTION TERM IS AUTOMATICALLY INCLUDED AT NO EXTRA COST.
CURRENT BOOKS
Reasoning with Probabilistic and Deterministic Graphical Models, 2nd Edition
Rina Dechter – 2019
Learning and Decision-Making from Rank Data
Lirong Xia – 2019
Adversarial Machine Learning
Yevgeniy Vorobeychik, Murat Kantarcioglu – 2018
Lifelong Machine Learning, 2nd Edition
Zhiyuan Chen, Bing Liu – 2018
Strategic Voting
Reshef Meir – 2018
Predicting Human Decision-Making: From Prediction to Action
Ariel Rosenfeld and Sarit Kraus – 2018
Game Theory for Data Science: Eliciting Truthful Information
Boi Faltings and Goran Radanovic – 2017
Multi-Objective Decision Making
Diederik M. Roijers and Shimon Whiteson – 2017
Lifelong Machine Learning
Zhiyuan Chen and Bing Liu – 2016
Statistical Relational Artificial Intelligence: Logic, Probability, and Computation
Luc De Raedt, Kristian Kersting, Sriraam Natarajan, and David Poole – 2016
Representing and Reasoning with Qualitative Preferences: Tools and Applications
Ganesh Ram Santhanam, Samik Basu, and Vasant Honavar – 2016
Metric Learning
Aurelien Bellet, Amaury Habrard, and Marc Sebban – 2015
Graph-Based Semi-Supervised Learning
Amarnag Subramanya and Partha Pratim Talukdar – 2014
Robot Learning from Human Teachers
Sonia Chernova and Andrea L. Thomaz – 2014
General Game Playing
Michael Genesereth and Michael Thielscher – 2014
Judgment Aggregation: A Primer
Davide Grossi and Gabriella Pigozzi – 2014
An Introduction to Constraint-Based Temporal Reasoning
Roman Bartak, Robert A. Morris, and K. Brent Venable – 2014
Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms
Rina Dechter – 2013
Introduction to Intelligent Systems in Traffic and Transportation
Ana L.C. Bazzan and Franziska Klugl – 2013
A Concise Introduction to Models and Methods for Automated Planning
Hector Geffner and Blai Bonet – 2013
Essential Principles for Autonomous Robotics
Henry Hexmoor – 2013
Case-Based Reasoning: A Concise Introduction
Beatriz Lopez – 2013
Answer Set Solving in Practice
Martin Gebser, Roland Kaminski, Benjamin Kaufmann, and Torsten Schaub – 2012
Planning with Markov Decision Processes: An AI Perspective
Mausam and Andrey Kolobov – 2012
Active Learning
Burr Settles – 2012
Computational Aspects of Cooperative Game Theory
Georgios Chalkiadakis, Edith Elkind, and Michael Wooldridge – 2011
Representations and Techniques for 3D Object Recognition and Scene Interpretation
Derek Hoiem and Silvio Savarese – 2011
A Short Introduction to Preferences: Between Artificial Intelligence and Social Choice
Francesca Rossi, Kristen Brent Venable, and Toby Walsh – 2011
Human Computation
Edith Law and Luis von Ahn – 2011
Trading Agents
Michael P. Wellman – 2011
Visual Object Recognition
Kristen Grauman and Bastian Leibe – 2011
Learning with Support Vector Machines
Colin Campbell and Yiming Ying – 2011
Algorithms for Reinforcement Learning
Csaba Szepesvari – 2010
Data Integration: The Relational Logic Approach
Michael Genesereth – 2010
Markov Logic: An Interface Layer for Artificial Intelligence
Pedro Domingos and Daniel Lowd – 2009
Introduction to Semi-Supervised Learning
XiaojinZhu and Andrew B.Goldberg – 2009
Action Programming Languages
Michael Thielscher – 2008
Representation Discovery using Harmonic Analysis
Sridhar Mahadevan – 2008
Essentials of Game Theory: A Concise Multidisciplinary Introduction
Kevin Leyton-Brown and Yoav Shoham – 2008
A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence
Nikos Vlassis – 2007
Intelligent Autonomous Robotics: A Robot Soccer Case Study
Peter Stone – 2007
Table of Contents
About the Author(s)
