Artificial Intelligence: A Textbook

by Charu C. Aggarwal

Book Overview

1 An Introduction to Artificial Intelligence.- 2 Searching State Spaces.- 3 Multiagent Search.- 4 Propositional Logic.- 5 First-Order Logic.- 6 Machine Learning: The Inductive View.- 7 Neural Networks.- 8 Domain-Specific Neural Architectures.- 9 Unsupervised Learning.- 10 Reinforcement Learning.- 11 Probabilistic Graphical Models.- 12 Knowledge Graphs.- 13 Integrating Reasoning and Learning.

• Format: Hardcover
• Language: English
• ISBN: 3030723569
• ISBN13: 9783030723569
• Release Date: July 2021
• Publisher: Springer
• Length: 483 Pages
• Weight: 2.41 lbs.
• Dimensions: 1.1" x 7.0" x 10.0"