Decision making and imperfection
<p>Decision making (DM) is ubiquitous in both natural and artificial systems. The decisions made often differ from those recommended by the axiomatically well-grounded normative Bayesian decision theory, in a large part due to limited cognitive and computational resources of decision makers (e...
Enregistré dans:
| Hovedforfatter: | |
|---|---|
| Andre forfattere: | , , , , |
| Format: | Livre numérique |
| Sprog: | Anglais |
| Udgivet: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Udgivelse: | 1st ed. 2013. |
| Serier: | Studies in Computational Intelligence
474 |
| Online adgang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Kommentar: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Decision Making and Imperfection, Texte imprimé, 9783642364051 • Decision Making and Imperfection, Texte imprimé, 9783642446382 • Decision Making and Imperfection, Texte imprimé, 9783642364075 • Decision Making and Imperfection, Texte imprimé, 9783642364051 |
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| 100 | 1 | |a Guy, Tatiana V. | |
| 245 | 1 | 0 | |a Decision making and imperfection |c edited by Tatiana V. Guy, Miroslav Karny, David Wolpert. |
| 250 | |a 1st ed. 2013. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Studies in Computational Intelligence |v 474 |x 1860-9503 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a Dynamic Bayesian Combination of Multiple Imperfect Classifiers Distributed Decision Making by Categorically-Thinking Agents Automated Preference Elicitation for Decision Making Counter-Factual Reinforcement Learning: How To Model Decision-Makers that Anticipate the Future Effect of Emotion and Personality on Deviation from Purely Ra-tional Decision-Making An Adversarial Risk Analysis Model for an Autonomous Imper-fect Decision Agent | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a <p>Decision making (DM) is ubiquitous in both natural and artificial systems. The decisions made often differ from those recommended by the axiomatically well-grounded normative Bayesian decision theory, in a large part due to limited cognitive and computational resources of decision makers (either artificial units or humans). This state of a airs is often described by saying that decision makers are imperfect and exhibit bounded rationality. The neglected influence of emotional state and personality traits is an additional reason why normative theory fails to model human DM process.</p><p> </p><p>The book is a joint effort of the top researchers from different disciplines to identify sources of imperfection and ways how to decrease discrepancies between the prescriptive theory and real-life DM. The contributions consider:</p><p> </p><p>· how a crowd of imperfect decision makers outperforms experts' decisions;</p><p> </p><p>· how to decrease decision makers' imperfection by reducing knowledge available;</p><p> </p><p>· how to decrease imperfection via automated elicitation of DM preferences;</p><p> </p><p>· a human's limited willingness to master the available decision-support tools as an additional source of imperfection; </p><p><p> </p><p>· how the decision maker's emotional state influences the rationality; a DM support of edutainment robot based on its system of values and respecting emotions.</p><p> </p><p>The book will appeal to anyone interested in the challenging topic of DM theory and its applications.</p><p>.</p> | ||
| 700 | 1 | |a Karny, Miroslav. |4 edt | |
| 700 | 1 | |a Wolpert, David. |4 edt | |
| 700 | 1 | |a Guy, Tatiana Valentine, |d 19..- |4 pbd | |
| 700 | 1 | |a Kárný, Miroslav, |c ingénieur. |4 pbd | |
| 700 | 1 | |a Wolpert, David H., |d 19..- |4 pbd | |
| 776 | 0 | |t Decision Making and Imperfection |b Texte imprimé |z 9783642364051 | |
| 776 | 0 | |t Decision Making and Imperfection |b Texte imprimé |z 9783642446382 | |
| 776 | 0 | |t Decision Making and Imperfection |b Texte imprimé |z 9783642364075 | |
| 776 | 0 | |t Decision Making and Imperfection |b Texte imprimé |z 9783642364051 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/978-3-642-36406-8 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-0T5M4BCL-0 |z Accès sur la plateforme Istex | |
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