Foundations of decision-making agents: logic, probability and modality
This self-contained book provides three fundamental and generic approaches (logical, probabilistic, and modal) to representing and reasoning with agent epistemic states, specifically in the context of decision making. Each of these approaches can be applied to the construction of intelligent softwar...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore
World Scientific Pub. Co.
c2008
|
| Schlagworte: | |
| Online-Zugang: | FHN01 URL des Erstveroeffentlichers |
| Zusammenfassung: | This self-contained book provides three fundamental and generic approaches (logical, probabilistic, and modal) to representing and reasoning with agent epistemic states, specifically in the context of decision making. Each of these approaches can be applied to the construction of intelligent software agents for making decisions, thereby creating computational foundations for decision-making agents. In addition, the book introduces a formal integration of the three approaches into a single unified approach that combines the advantages of all the approaches. Finally, the symbolic argumentation approach to decision making developed in this book, combining logic and probability, offers several advantages over the traditional approach to decision making which is based on simple rule-based expert systems or expected utility theory |
| Beschreibung: | xviii, 366 p. ill |
| ISBN: | 9812779841 9789812779847 |
Internformat
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Datensatz im Suchindex
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| author | Das, Subrata Kumar |
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| bvnumber | BV044635318 |
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| dewey-full | 006.33 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
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| discipline | Informatik |
| format | Electronic eBook |
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| id | DE-604.BV044635318 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:57:46Z |
| institution | BVB |
| isbn | 9812779841 9789812779847 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030033290 |
| oclc_num | 1012669314 |
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| physical | xviii, 366 p. ill |
| psigel | ZDB-124-WOP ZDB-124-WOP FHN_PDA_WOP |
| publishDate | 2008 |
| publishDateSearch | 2008 |
| publishDateSort | 2008 |
| publisher | World Scientific Pub. Co. |
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| spelling | Das, Subrata Kumar Verfasser aut Foundations of decision-making agents logic, probability and modality Subrata Das Singapore World Scientific Pub. Co. c2008 xviii, 366 p. ill txt rdacontent c rdamedia cr rdacarrier This self-contained book provides three fundamental and generic approaches (logical, probabilistic, and modal) to representing and reasoning with agent epistemic states, specifically in the context of decision making. Each of these approaches can be applied to the construction of intelligent software agents for making decisions, thereby creating computational foundations for decision-making agents. In addition, the book introduces a formal integration of the three approaches into a single unified approach that combines the advantages of all the approaches. Finally, the symbolic argumentation approach to decision making developed in this book, combining logic and probability, offers several advantages over the traditional approach to decision making which is based on simple rule-based expert systems or expected utility theory Intelligent agents (Computer software) Agent Informatik (DE-588)4455835-1 gnd rswk-swf Agent Informatik (DE-588)4455835-1 s 1\p DE-604 http://www.worldscientific.com/worldscibooks/10.1142/6688#t=toc Verlag URL des Erstveroeffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Das, Subrata Kumar Foundations of decision-making agents logic, probability and modality Intelligent agents (Computer software) Agent Informatik (DE-588)4455835-1 gnd |
| subject_GND | (DE-588)4455835-1 |
| title | Foundations of decision-making agents logic, probability and modality |
| title_auth | Foundations of decision-making agents logic, probability and modality |
| title_exact_search | Foundations of decision-making agents logic, probability and modality |
| title_full | Foundations of decision-making agents logic, probability and modality Subrata Das |
| title_fullStr | Foundations of decision-making agents logic, probability and modality Subrata Das |
| title_full_unstemmed | Foundations of decision-making agents logic, probability and modality Subrata Das |
| title_short | Foundations of decision-making agents |
| title_sort | foundations of decision making agents logic probability and modality |
| title_sub | logic, probability and modality |
| topic | Intelligent agents (Computer software) Agent Informatik (DE-588)4455835-1 gnd |
| topic_facet | Intelligent agents (Computer software) Agent Informatik |
| url | http://www.worldscientific.com/worldscibooks/10.1142/6688#t=toc |
| work_keys_str_mv | AT dassubratakumar foundationsofdecisionmakingagentslogicprobabilityandmodality |