Decision theory models for applications in artificial intelligence: concepts and solutions (Record no. 492)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01397nam a22002177a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20191111142651.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 191111b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781609601652 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3 |
| Item number | SUC |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Sucar, L. Enrique |
| 245 ## - TITLE STATEMENT | |
| Title | Decision theory models for applications in artificial intelligence: concepts and solutions |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | IGI Global |
| Place of publication, distribution, etc. | Hershey, USA |
| Date of publication, distribution, etc. | 2012 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiv, 428 p. |
| 365 ## - TRADE PRICE | |
| Price type code | USD |
| Price amount | 180.00 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Description<br/>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.<br/><br/>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. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial intelligence--Statistical methods |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Bayesian statistical decision theory |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Hoey, Jesse |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Morales, Eduardo F |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Total Renewals | Full call number | Accession Number | Date last seen | Date checked out | Copy number | Cost, replacement price | Price effective from | Koha item type | Bill No | Bill Date |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | IT & Decisions Sciences | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 11/11/2019 | Consortium Books Pvt. Ltd. | 8707.32 | 1 | 1 | 006.3 SUC | 000791 | 02/01/2021 | 01/02/2020 | 1 | 12996.00 | 11/11/2019 | Book | CB5970 | 31-10-2019 |