Synthesis Lectures on Artificial Intelligence and Machine Learning

Roth / Manocha / Sriram

Explainable and Interpretable Reinforcement Learning for Robotics

Explainable and Interpretable Reinforcement Learning for Robotics

Explainable and Interpretable Reinforcement Learning for Robotics

Fachbuch2024BuchSpringerISBN 978-3-031-47517-7

Belle

Toward Robots That Reason: Logic, Probability & Causal Laws

Toward Robots That Reason: Logic, Probability & Causal Laws

Toward Robots That Reason: Logic, Probability & Causal Laws

Fachbuch2024BuchSpringerISBN 978-3-031-21005-1

Roth / Manocha / Sriram

Explainable and Interpretable Reinforcement Learning for Robotics

Explainable and Interpretable Reinforcement Learning for Robotics

Explainable and Interpretable Reinforcement Learning for Robotics

2024eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-47518-4

Sreedharan / Kulkarni / Kambhampati

Explainable Human-AI Interaction

Explainable Human-AI Interaction

Explainable Human-AI Interaction

A Planning Perspective

A Planning Perspective

Fachbuch2022BuchSpringerISBN 978-3-031-03757-3

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

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

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

2022BuchMorgan & Claypool PublishersISBN 978-1-63639-344-5

Haslum / Lipovetzky / Magazzeni

An Introduction to the Planning Domain Definition Language

An Introduction to the Planning Domain Definition Language

An Introduction to the Planning Domain Definition Language

2022eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-01584-7

Dechter

Reasoning with Probabilistic and Deterministic Graphical Models

Reasoning with Probabilistic and Deterministic Graphical Models

Reasoning with Probabilistic and Deterministic Graphical Models

Exact Algorithms, Second Edition

Exact Algorithms, Second Edition

2022eBook (PDF mit Wasserzeichen)Springer Nature SwitzerlandISBN 978-3-031-01583-0

Yang / Liu / Cheng

Federated Learning

Federated Learning

Federated Learning

2022eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-01585-4

Genesereth / Chaudhri

Introduction to Logic Programming

Introduction to Logic Programming

Introduction to Logic Programming

2022eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-01586-1

Hamilton

Graph Representation Learning

Graph Representation Learning

Graph Representation Learning

2022eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-01588-5

Liu / Zhou

Introduction to Graph Neural Networks

Introduction to Graph Neural Networks

Introduction to Graph Neural Networks

2022eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-01587-8

Yang / Liu / Tu

Network Embedding

Network Embedding

Network Embedding

Theories, Methods, and Applications

Theories, Methods, and Applications

2022eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-01590-8

Mirsky / Keren / Geib

Introduction to Symbolic Plan and Goal Recognition

Introduction to Symbolic Plan and Goal Recognition

Introduction to Symbolic Plan and Goal Recognition

2022eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-01589-2

Stone

Intelligent Autonomous Robotics

Intelligent Autonomous Robotics

Intelligent Autonomous Robotics

A Robot Soccer Case Study

A Robot Soccer Case Study

2022eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-01544-1

Leyton-Brown / Shoham

Essentials of Game Theory

Essentials of Game Theory

Essentials of Game Theory

A Concise Multidisciplinary Introduction

A Concise Multidisciplinary Introduction

2022eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-01545-8

Mahadevan

Representation Discovery using Harmonic Analysis

Representation Discovery using Harmonic Analysis

Representation Discovery using Harmonic Analysis

2022eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-01546-5

Thielscher

Action Programming Languages

Action Programming Languages

Action Programming Languages

2022eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-01547-2

Zhu / Goldberg

Introduction to Semi-Supervised Learning

Introduction to Semi-Supervised Learning

Introduction to Semi-Supervised Learning

2022eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-01548-9

Genesereth

Data Integration

Data Integration

Data Integration

The Relational Logic Approach

The Relational Logic Approach

2022eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-01550-2

Szepesvári

Algorithms for Reinforcement Learning

Algorithms for Reinforcement Learning

Algorithms for Reinforcement Learning

2022eBook (PDF mit Wasserzeichen)Springer International PublishingISBN 978-3-031-01551-9