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Synthesis AIM @ www.morganclaypool.com

Edited by Ronald J. Brachman and Thomas G. Dietterich

• 
  Patrik Haslum, Nir Lipovetzky, Daniele Magazzeni, Christian Muise:
  An Introduction to the Planning Domain Definition Language. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2019
• 
  Rina Dechter:
  Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms, Second Edition. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2019
• 
  Lirong Xia:
  Learning and Decision-Making from Rank Data. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2019

• 
  Zhiyuan Chen, Bing Liu:
  Lifelong Machine Learning, Second Edition. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2018
• 
  Yevgeniy Vorobeychik, Murat Kantarcioglu:
  Adversarial Machine Learning. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2018
• 
  Reshef Meir:
  Strategic Voting. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2018
• 
  Ariel Rosenfeld, Sarit Kraus:
  Predicting Human Decision-Making: From Prediction to Action. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2018

• 
  Boi Faltings, Goran Radanovic:
  Game Theory for Data Science: Eliciting Truthful Information. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2017
• 
  Diederik M. Roijers, Shimon Whiteson:
  Multi-Objective Decision Making. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2017

• 
  Zhiyuan Chen, Bing Liu:
  Lifelong Machine Learning. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2016
• 
  Luc De Raedt, Kristian Kersting, Sriraam Natarajan, David Poole:
  Statistical Relational Artificial Intelligence: Logic, Probability, and Computation. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2016
• 
  Ganesh Ram Santhanam, Samik Basu, Vasant G. Honavar:
  Representing and Reasoning with Qualitative Preferences: Tools and Applications. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2016

• 
  Aurélien Bellet, Amaury Habrard, Marc Sebban:
  Metric Learning. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2015

• 
  Amarnag Subramanya, Partha Pratim Talukdar:
  Graph-Based Semi-Supervised Learning. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2014
• 
  Sonia Chernova, Andrea Lockerd Thomaz:
  Robot Learning from Human Teachers. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2014
• 
  Michael R. Genesereth, Michael Thielscher:
  General Game Playing. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2014
• 
  Davide Grossi, Gabriella Pigozzi:
  Judgment Aggregation: A Primer. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2014
• 
  Roman Barták, Robert A. Morris, Kristen Brent Venable:
  An Introduction to Constraint-Based Temporal Reasoning. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2014

• 
  Rina Dechter:
  Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2013
• 
  Ana L. C. Bazzan, Franziska Klügl:
  Introduction to Intelligent Systems in Traffic and Transportation. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2013
• 
  Hector Geffner, Blai Bonet:
  A Concise Introduction to Models and Methods for Automated Planning. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2013, ISBN 9781608459698, pp. 1-141
• 
  Henry Hexmoor:
  Essential Principles for Autonomous Robotics. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2013, ISBN 9781627050586, pp. 1-155
• 
  Beatriz López:
  Case-Based Reasoning: A Concise Introduction. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2013, ISBN 9781627050074, pp. 1-103

• 
  Martin Gebser, Roland Kaminski, Benjamin Kaufmann, Torsten Schaub:
  Answer Set Solving in Practice. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2012
• 
  Mausam, Andrey Kolobov:
  Planning with Markov Decision Processes: An AI Perspective. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2012
• 
  Burr Settles:
  Active Learning. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2012

• 
  Georgios Chalkiadakis, Edith Elkind, Michael J. Wooldridge:
  Computational Aspects of Cooperative Game Theory. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2011
• 
  Derek Hoiem, Silvio Savarese:
  Representations and Techniques for 3D Object Recognition and Scene Interpretation. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2011
• 
  Francesca Rossi, Kristen Brent Venable, Toby Walsh:
  A Short Introduction to Preferences: Between Artificial Intelligence and Social Choice. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2011
• 
  Edith Law, Luis von Ahn:
  Human Computation. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2011
• 
  Michael P. Wellman:
  Trading Agents. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2011
• 
  Kristen Grauman, Bastian Leibe:
  Visual Object Recognition. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2011
• 
  Colin Campbell, Yiming Ying:
  Learning with Support Vector Machines. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2011

• 
  Csaba Szepesvári:
  Algorithms for Reinforcement Learning. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2010
• 
  Michael R. Genesereth:
  Data Integration: The Relational Logic Approach. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2010

• 
  Pedro M. Domingos, Daniel Lowd:
  Markov Logic: An Interface Layer for Artificial Intelligence. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2009
• 
  Xiaojin Zhu, Andrew B. Goldberg:
  Introduction to Semi-Supervised Learning. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2009

• 
  Michael Thielscher:
  Action Programming Languages. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2008
• 
  Sridhar Mahadevan:
  Representation Discovery using Harmonic Analysis. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2008
• 
  Kevin Leyton-Brown, Yoav Shoham:
  Essentials of Game Theory: A Concise Multidisciplinary Introduction. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2008

• 
  Nikos Vlassis:
  A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2009
• 
  Peter Stone:
  Intelligent Autonomous Robotics: A Robot Soccer Case Study. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2007

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 last updated on 2020-09-24 22:08 CEST by the dblp team

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