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20140310143349.0 |
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111112s2012 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9783642246470 |
|
978-3-642-24647-0 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3 |
| Edition number |
23 |
| 264 #1 - |
|---|
| -- |
Berlin, Heidelberg : |
| -- |
Springer Berlin Heidelberg, |
| -- |
2012. |
| 912 ## - |
|---|
| -- |
ZDB-2-ENG |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Guy, Tatiana Valentine. |
| Relator term |
editor. |
| 245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE |
|---|
| Title |
Decision Making with Imperfect Decision Makers |
| Medium |
[electronic resource] / |
| Statement of responsibility, etc |
edited by Tatiana Valentine Guy, Miroslav Kárný, David H. Wolpert. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
XIV, 198p. 50 illus., 39 illus. in color. |
| Other physical details |
online resource. |
| 440 1# - SERIES STATEMENT/ADDED ENTRY--TITLE |
|---|
| Title |
Intelligent Systems Reference Library, |
| International Standard Serial Number |
1868-4394 ; |
| Volume number/sequential designation |
28 |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1 Bounded Rationality in Multiagent Systems Using Decentralized Metareasoning -- 2 On Support of Imperfect Bayesian Participants -- 3 Trading value and information in MDPs -- 4 Game theoretic modeling of pilot behavior during mid-air encounters -- 5 Scalable Negotiation Protocol based on Issue-Grouping for Highly Nonlinear Situation -- 6 The Social Ultimatum Game -- 7 Neuroheuristics of Decision Making: from neuronal activity to EEG. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Prescriptive Bayesian decision making has reached a high level of maturity and is well-supported algorithmically. However, experimental data shows that real decision makers choose such Bayes-optimal decisions surprisingly infrequently, often making decisions that are badly sub-optimal. So prevalent is such imperfect decision-making that it should be accepted as an inherent feature of real decision makers living within interacting societies. To date such societies have been investigated from an economic and gametheoretic perspective, and even to a degree from a physics perspective. However, little research has been done from the perspective of computer science and associated disciplines like machine learning, information theory and neuroscience. This book is a major contribution to such research. Some of the particular topics addressed include: • How should we formalise rational decision making of a single imperfect decision maker? • Does the answer change for a system of imperfect decision makers? • Can we extend existing prescriptive theories for perfect decision makers to make them useful for imperfect ones? • How can we exploit the relation of these problems to the control under varying and uncertain resources constraints as well as to the problem of the computational decision making? • What can we learn from natural, engineered, and social systems to help us address these issues? |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Engineering. |
|
|---|
| Topical term or geographic name as entry element |
Artificial intelligence. |
|
|---|
| Topical term or geographic name as entry element |
Engineering. |
|
|---|
| Topical term or geographic name as entry element |
Computational Intelligence. |
|
|---|
| Topical term or geographic name as entry element |
Artificial Intelligence (incl. Robotics). |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kárný, Miroslav. |
| Relator term |
editor. |
|
|---|
| Personal name |
Wolpert, David H. |
| Relator term |
editor. |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY |
|---|
| Title |
Springer eBooks |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Display text |
Printed edition: |
| International Standard Book Number |
9783642246463 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
http://dx.doi.org/10.1007/978-3-642-24647-0 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
E-Book |
