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Synthesis Lectures on Artificial Intelligence and Machine Learning

Editor

Ronald J. Brachman, Yahoo! Research

William W. Cohen, Carnegie Mellon University

Thomas Dietterich, Oregon State University

Active Learning

Burr Settles

2012

Planning with Markov Decision Processes: An AI Perspective

Mausam and Andrey Kolobov

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 Szepesvári

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