Series: Synthesis Lectures on Artificial Intelligence and Machine Learning

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cover image of A Concise Introduction to Models and Methods for Automated Planning

A Concise Introduction to...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Hector Geffner Author
Blai Bonet Author
(2022)

cover image of A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence

A Concise Introduction to...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Nikos Vlassis Author
(2022)

cover image of A Short Introduction to Preferences

A Short Introduction to...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Francesca Rossi Author
Kristen Brent Venable Author
(2022)

cover image of Action Programming Languages

Action Programming Languages

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Michael Thielscher Author
(2022)

cover image of Adversarial Machine Learning

Adversarial Machine Learning

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Yevgeniy Vorobeychik Author
Murat Kantarcioglu Author
(2018)

cover image of Algorithms for Reinforcement Learning

Algorithms for Reinforcement...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Csaba Szepesvári Author
(2022)

cover image of An Introduction to the Planning Domain Definition Language

An Introduction to the...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Patrik Haslum Author
Nir Lipovetzky Author
(2022)

cover image of Answer Set Solving in Practice

Answer Set Solving in Practice

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Martin Gebser Author
Roland Kaminski Author
(2022)

cover image of Case-Based Reasoning

Case-Based Reasoning

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Beatriz López Author
(2022)

cover image of Computational Aspects of Cooperative Game Theory

Computational Aspects of...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Georgios Chalkiadakis Author
Edith Elkind Author
(2022)

cover image of Data Integration

Data Integration

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Michael Genesereth Author
(2022)

cover image of Essential Principles for Autonomous Robotics

Essential Principles for...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Henry Hexmoor Author
(2022)

cover image of Federated Learning

Federated Learning

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Qiang Yang Author
Yang Liu Author
(2019)

cover image of Game Theory for Data Science

Game Theory for Data Science

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Boi Faltings Author
Goran Radanovic Author
(2017)

cover image of Graph Representation Learning

Graph Representation Learning

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

William L. Hamilton Author
(2020)

cover image of Graph-Based Semi-Supervised Learning

Graph-Based Semi-Supervised...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Amarnag Subramanya Author
Partha Pratim Talukdar Author
(2022)

cover image of Human Computation

Human Computation

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Edith Law Author
Luis von Ahn Author
(2022)

cover image of Intelligent Autonomous Robotics

Intelligent Autonomous Robotics

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Peter Stone Author
(2022)

cover image of Introduction to Graph Neural Networks

Introduction to Graph Neural...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Zhiyuan Liu Author
Jie Zhou Author
(2020)

cover image of Introduction to Intelligent Systems in Traffic and Transportation

Introduction to Intelligent...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Ana L.C. Bazzan Author
Franziska Klügl Author
(2022)

cover image of Introduction to Logic Programming

Introduction to Logic...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Michael Genesereth Author
Vinay K. Chaudhri Author
(2022)

cover image of Introduction to Semi-Supervised Learning

Introduction to...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Xiaojin Zhu Author
Andrew. B Goldberg Author
(2022)

cover image of Introduction to Symbolic Plan and Goal Recognition

Introduction to Symbolic Plan...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Reuth Mirsky Author
Sarah Keren Author
(2022)

cover image of Learning and Decision-Making from Rank Data

Learning and Decision-Making...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Lirong Xia Author
(2022)

cover image of Learning with Support Vector Machines

Learning with Support Vector...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Colin Campbell Author
Yiming Ying Author
(2022)

cover image of Lifelong Machine Learning

Lifelong Machine Learning

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Zhiyuan Chen Author
Bing Liu Author
(2018)

cover image of Metric Learning

Metric Learning

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Aurélien Bellet Author
Amaury Habrard Author
(2022)

cover image of Multi-Objective Decision Making

Multi-Objective Decision Making

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Diederik M. Roijers Author
Shimon Whiteson Author
(2017)

cover image of Network Embedding

Network Embedding

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Cheng Yang Author
Zhiyuan Liu Author
(2022)

cover image of Planning with Markov Decision Processes

Planning with Markov Decision...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Kenneth A. Loparo Author
Andrey Kolobov Author
(2022)

cover image of Predicting Human Decision-Making

Predicting Human Decision-Making

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Ariel Rosenfeld Author
Sarit Kraus Author
(2018)

cover image of Reasoning with Probabilistic and Deterministic Graphical Models

Reasoning with Probabilistic...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Rina Dechter Author
(2022)

cover image of Representation Discovery using Harmonic Analysis

Representation Discovery...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Sridhar Mahadevan Author
(2022)

cover image of Representations and Techniques for 3D Object Recognition and Scene Interpretation

Representations and...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Derek Hoiem Author
Silvio Savarese Author
(2022)

cover image of Representing and Reasoning with Qualitative Preferences

Representing and Reasoning...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Ganesh Ram Santhanam Author
Samik Basu Author
(2022)

cover image of Statistical Relational Artificial Intelligence

Statistical Relational...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Luc De Raedt Author
Kristian Kersting Author
(2016)

cover image of Strategic Voting

Strategic Voting

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Reshef Meir Author
(2022)

cover image of Trading Agents

Trading Agents

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Michael Wellman Author
(2022)

cover image of Transfer Learning for Multiagent Reinforcement Learning Systems

Transfer Learning for...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Felipe Leno da Silva Author
Anna Helena Reali Costa Author
(2022)

cover image of Visual Object Recognition

Visual Object Recognition

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Kristen Grauman Author
Bastian Leibe Author
(2022)

cover image of Explainable Human-AI Interaction

Explainable Human-AI Interaction

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Sarath Sreedharan Author
Anagha Kulkarni Author
(2022)

cover image of Active Learning

Active Learning

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Burr Settles Author
(2022)

cover image of Adversarial Machine Learning

Adversarial Machine Learning

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Yevgeniy Vorobeychik Author
Murat Kantarcioglu Author
(2022)

cover image of An Introduction to Constraint-Based Temporal Reasoning

An Introduction to Constraint...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Roman Barták Author
Robert A. Morris Author
(2022)

cover image of Applying Reinforcement Learning on Real-World Data with Practical Examples in Python

Applying Reinforcement...

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Philip Osborne Author
Kajal Singh Author
(2022)

cover image of Federated Learning

Federated Learning

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Qiang Yang Author
Yang Liu Author
(2022)

cover image of Game Theory for Data Science

Game Theory for Data Science

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

Boi Faltings Author
Goran Radanovic Author
(2022)

cover image of Graph Representation Learning

Graph Representation Learning

Synthesis Lectures on Artificial Intelligence and Machine Learning (Series)

William L. Hamilton Author
(2022)