Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions

Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions
Author :
Publisher : IGI Global
Total Pages : 444
Release :
ISBN-10 : 9781609601676
ISBN-13 : 160960167X
Rating : 4/5 (76 Downloads)

Book Synopsis Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions by : Sucar, L. Enrique

Download or read book Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions written by Sucar, L. Enrique and published by IGI Global. This book was released on 2011-10-31 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the goals of artificial intelligence (AI) is creating autonomous agents that must make decisions based on uncertain and incomplete information. The goal is to design rational agents that must take the best action given the information available and their goals. Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions provides an introduction to different types of decision theory techniques, including MDPs, POMDPs, Influence Diagrams, and Reinforcement Learning, and illustrates their application in artificial intelligence. This book provides insights into the advantages and challenges of using decision theory models for developing intelligent systems.


Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions Related Books

Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions
Language: en
Pages: 444
Authors: Sucar, L. Enrique
Categories: Computers
Type: BOOK - Published: 2011-10-31 - Publisher: IGI Global

DOWNLOAD EBOOK

One of the goals of artificial intelligence (AI) is creating autonomous agents that must make decisions based on uncertain and incomplete information. The goal
Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies
Language: en
Pages: 391
Authors: Sarfraz, Muhammad
Categories: Computers
Type: BOOK - Published: 2014-04-30 - Publisher: IGI Global

DOWNLOAD EBOOK

The fields of computer vision and image processing are constantly evolving as new research and applications in these areas emerge. Staying abreast of the most u
Probabilistic Graphical Models
Language: en
Pages: 370
Authors: Luis Enrique Sucar
Categories: Computers
Type: BOOK - Published: 2020-12-23 - Publisher: Springer Nature

DOWNLOAD EBOOK

This fully updated new edition of a uniquely accessible textbook/reference provides a general introduction to probabilistic graphical models (PGMs) from an engi
Handbook of Research on Manufacturing Process Modeling and Optimization Strategies
Language: en
Pages: 556
Authors: Das, Raja
Categories: Business & Economics
Type: BOOK - Published: 2017-03-10 - Publisher: IGI Global

DOWNLOAD EBOOK

Recent improvements in business process strategies have allowed more opportunities to attain greater developmental performances. This has led to higher success
ARTIFICIAL INTELLIGENCE
Language: en
Pages: 529
Authors: PARAG KULKARNI
Categories: Computers
Type: BOOK - Published: 2015-02-26 - Publisher: PHI Learning Pvt. Ltd.

DOWNLOAD EBOOK

There has been a movement over the years to make machines intelligent. With the advent of modern technology, AI has become the core part of day-to-day life. But