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|a 006.3
|2 23
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1 |
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|a Russell, Stuart J.
|q (Stuart Jonathan),
|d 1962-
|e author.
|
| 245 |
1 |
0 |
|a Artificial intelligence
|b a modern approach
|c Stuart Russell, Peter Norvig
|
| 250 |
|
|
|a Fourth edition.
|
| 250 |
|
|
|a Global edition.
|
| 264 |
|
1 |
|a [London]
|b Pearson
|c [2021]
|
| 300 |
|
|
|a 1 online resource.
|
| 336 |
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|a text
|2 rdacontent
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| 337 |
|
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|a computer
|2 rdamedia
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| 338 |
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|a online resource
|2 rdacarrier
|
| 504 |
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|a Includes bibliographical references and index.
|
| 505 |
0 |
|
|a <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">Part I: Artificial Intelligence <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">1. Introduction <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">1.1<span style="mso-spacerun:yes"> What Is AI? <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.2<span style="mso-spacerun:yes"> The Foundations of Artificial Intelligence <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.3<span style="mso-spacerun:yes"> The History of Artificial Intelligence <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.4<span style="mso-spacerun:yes"> The State of the Art <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.5<span style="mso-spacerun:yes"> Risks and Benefits of AI <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">2. Intelligent Agents <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.1<span style="mso-spacerun:yes"> Agents and Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.2<span style="mso-spacerun:yes"> Good Behavior: The Concept of Rationality <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.3<span style="mso-spacerun:yes"> The Nature of Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.4<span style="mso-spacerun:yes"> The Structure of Agents <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">Part II: Problem Solving <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">3. Solving Problems by Searching <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.1<span style="mso-spacerun:yes"> Problem-Solving Agents <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.2<span style="mso-spacerun:yes"> Example Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.3<span style="mso-spacerun:yes"> Search Algorithms <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.4<span style="mso-spacerun:yes"> Uninformed Search Strategies <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.5<span style="mso-spacerun:yes"> Informed (Heuristic) Search Strategies <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.6<span style="mso-spacerun:yes"> Heuristic Functions <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">4. Search in Complex Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.1<span style="mso-spacerun:yes"> Local Search and Optimization Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.2<span style="mso-spacerun:yes"> Local Search in Continuous Spaces <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.3<span style="mso-spacerun:yes"> Search with Nondeterministic Actions <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.4<span style="mso-spacerun:yes"> Search in Partially Observable Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.5<span style="mso-spacerun:yes"> Online Search Agents and Unknown Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">5. Adversarial Search and Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.1<span style="mso-spacerun:yes"> Game Theory <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.2<span style="mso-spacerun:yes"> Optimal Decisions in Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.3<span style="mso-spacerun:yes"> Heuristic Alpha--Beta Tree Search <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.4<span style="mso-spacerun:yes"> Monte Carlo Tree Search <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.5<span style="mso-spacerun:yes"> Stochastic Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.6<span style="mso-spacerun:yes"> Partially Observable Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.7<span style="mso-spacerun:yes"> Limitations of Game Search Algorithms <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">6. Constraint Satisfaction Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">6.1<span style="mso-spacerun:yes"> Defining ConstraintSatisfaction Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.2<span style="mso-spacerun:yes"> Constraint Propagation: Inference in CSPs <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.3<span style="mso-spacerun:yes"> Backtracking Search for CSPs <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.4<span style="mso-spacerun:yes"> Local Search for CSPs <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.5<span style="mso-spacerun:yes"> The Structure of Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">Part III: Knowledge and Reasoning <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">7. Logical Agents <span style="font
|
| 588 |
|
|
|a Description based on online resource; title from digital cover (viewed on May 10, 2021).
|
| 650 |
|
0 |
|a Artificial intelligence.
|
| 650 |
|
7 |
|a Artificial intelligence.
|2 fast
|0 (OCoLC)fst00817247
|
| 700 |
1 |
|
|a Norvig, Peter
|e author.
|
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1778756635568635904 |
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Electronic Resources |
| author |
Russell, Stuart J., Norvig, Peter |
| author_facet |
Russell, Stuart J., Norvig, Peter |
| author_fuller |
(Stuart Jonathan), |
| author_role |
aut, aut |
| author_sort |
Russell, Stuart J. 1962- |
| author_variant |
s j r sj sjr, p n pn |
| building |
Library A |
| callnumber-first |
Q - Science |
| callnumber-label |
Q335 |
| callnumber-raw |
Q335 .R87 2021 |
| callnumber-search |
Q335 .R87 2021 |
| callnumber-sort |
Q 3335 R87 42021 |
| callnumber-subject |
Q - General Science |
| collection |
sid-180-col-bnbfidbbi |
| contents |
<span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">Part I: Artificial Intelligence <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">1. Introduction <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">1.1<span style="mso-spacerun:yes"> What Is AI? <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.2<span style="mso-spacerun:yes"> The Foundations of Artificial Intelligence <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.3<span style="mso-spacerun:yes"> The History of Artificial Intelligence <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.4<span style="mso-spacerun:yes"> The State of the Art <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.5<span style="mso-spacerun:yes"> Risks and Benefits of AI <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">2. Intelligent Agents <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.1<span style="mso-spacerun:yes"> Agents and Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.2<span style="mso-spacerun:yes"> Good Behavior: The Concept of Rationality <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.3<span style="mso-spacerun:yes"> The Nature of Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.4<span style="mso-spacerun:yes"> The Structure of Agents <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">Part II: Problem Solving <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">3. Solving Problems by Searching <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.1<span style="mso-spacerun:yes"> Problem-Solving Agents <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.2<span style="mso-spacerun:yes"> Example Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.3<span style="mso-spacerun:yes"> Search Algorithms <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.4<span style="mso-spacerun:yes"> Uninformed Search Strategies <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.5<span style="mso-spacerun:yes"> Informed (Heuristic) Search Strategies <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.6<span style="mso-spacerun:yes"> Heuristic Functions <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">4. Search in Complex Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.1<span style="mso-spacerun:yes"> Local Search and Optimization Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.2<span style="mso-spacerun:yes"> Local Search in Continuous Spaces <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.3<span style="mso-spacerun:yes"> Search with Nondeterministic Actions <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.4<span style="mso-spacerun:yes"> Search in Partially Observable Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.5<span style="mso-spacerun:yes"> Online Search Agents and Unknown Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">5. Adversarial Search and Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.1<span style="mso-spacerun:yes"> Game Theory <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.2<span style="mso-spacerun:yes"> Optimal Decisions in Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.3<span style="mso-spacerun:yes"> Heuristic Alpha--Beta Tree Search <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.4<span style="mso-spacerun:yes"> Monte Carlo Tree Search <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.5<span style="mso-spacerun:yes"> Stochastic Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.6<span style="mso-spacerun:yes"> Partially Observable Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.7<span style="mso-spacerun:yes"> Limitations of Game Search Algorithms <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">6. Constraint Satisfaction Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">6.1<span style="mso-spacerun:yes"> Defining ConstraintSatisfaction Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.2<span style="mso-spacerun:yes"> Constraint Propagation: Inference in CSPs <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.3<span style="mso-spacerun:yes"> Backtracking Search for CSPs <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.4<span style="mso-spacerun:yes"> Local Search for CSPs <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.5<span style="mso-spacerun:yes"> The Structure of Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">Part III: Knowledge and Reasoning <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">7. Logical Agents <span style="font |
| dewey-full |
006.3 |
| dewey-hundreds |
000 - Computer science, information & general works |
| dewey-ones |
006 - Special computer methods |
| dewey-raw |
006.3 |
| dewey-search |
006.3 |
| dewey-sort |
16.3 |
| dewey-tens |
000 - Computer science, knowledge & systems |
| edition |
Fourth edition.; Global edition. |
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Online |
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Informatik, Allgemeine Naturwissenschaft |
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science-computerscience |
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eBook |
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Book, E-Book |
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Ebook |
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Book, E-Book |
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Book, E-Book |
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Buch |
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text-online-monograph-independent |
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e-Book |
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Book, E-Book |
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ElectronicBook |
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Book, E-Book |
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Book, E-Book |
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E-Book |
| geogr_code |
not assigned |
| geogr_code_person |
not assigned |
| id |
180-020294532 |
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Not Illustrated |
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[London], Pearson, [2021] |
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[London] Pearson [2021] |
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FID-BBI-DE-23 |
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9781292401171, 1292401176 |
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FID-BBI-DE-23 |
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English |
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2023-10-03T17:35:17.849Z |
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russell2021artificialintelligenceamodernapproach |
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British National Bibliography |
| physical |
1 online resource |
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[2021] |
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2021 |
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[London] |
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Pearson |
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marcfinc |
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020294532 |
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marcfinc |
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No subject assigned |
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180 |
| spelling |
Russell, Stuart J. (Stuart Jonathan), 1962- author., Artificial intelligence a modern approach Stuart Russell, Peter Norvig, Fourth edition., Global edition., [London] Pearson [2021], 1 online resource., text rdacontent, computer rdamedia, online resource rdacarrier, Includes bibliographical references and index., <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">Part I: Artificial Intelligence <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">1. Introduction <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">1.1<span style="mso-spacerun:yes"> What Is AI? <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.2<span style="mso-spacerun:yes"> The Foundations of Artificial Intelligence <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.3<span style="mso-spacerun:yes"> The History of Artificial Intelligence <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.4<span style="mso-spacerun:yes"> The State of the Art <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.5<span style="mso-spacerun:yes"> Risks and Benefits of AI <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">2. Intelligent Agents <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.1<span style="mso-spacerun:yes"> Agents and Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.2<span style="mso-spacerun:yes"> Good Behavior: The Concept of Rationality <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.3<span style="mso-spacerun:yes"> The Nature of Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.4<span style="mso-spacerun:yes"> The Structure of Agents <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">Part II: Problem Solving <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">3. Solving Problems by Searching <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.1<span style="mso-spacerun:yes"> Problem-Solving Agents <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.2<span style="mso-spacerun:yes"> Example Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.3<span style="mso-spacerun:yes"> Search Algorithms <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.4<span style="mso-spacerun:yes"> Uninformed Search Strategies <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.5<span style="mso-spacerun:yes"> Informed (Heuristic) Search Strategies <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.6<span style="mso-spacerun:yes"> Heuristic Functions <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">4. Search in Complex Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.1<span style="mso-spacerun:yes"> Local Search and Optimization Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.2<span style="mso-spacerun:yes"> Local Search in Continuous Spaces <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.3<span style="mso-spacerun:yes"> Search with Nondeterministic Actions <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.4<span style="mso-spacerun:yes"> Search in Partially Observable Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.5<span style="mso-spacerun:yes"> Online Search Agents and Unknown Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">5. Adversarial Search and Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.1<span style="mso-spacerun:yes"> Game Theory <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.2<span style="mso-spacerun:yes"> Optimal Decisions in Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.3<span style="mso-spacerun:yes"> Heuristic Alpha--Beta Tree Search <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.4<span style="mso-spacerun:yes"> Monte Carlo Tree Search <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.5<span style="mso-spacerun:yes"> Stochastic Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.6<span style="mso-spacerun:yes"> Partially Observable Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.7<span style="mso-spacerun:yes"> Limitations of Game Search Algorithms <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">6. Constraint Satisfaction Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">6.1<span style="mso-spacerun:yes"> Defining ConstraintSatisfaction Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.2<span style="mso-spacerun:yes"> Constraint Propagation: Inference in CSPs <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.3<span style="mso-spacerun:yes"> Backtracking Search for CSPs <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.4<span style="mso-spacerun:yes"> Local Search for CSPs <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.5<span style="mso-spacerun:yes"> The Structure of Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">Part III: Knowledge and Reasoning <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">7. Logical Agents <span style="font, Description based on online resource; title from digital cover (viewed on May 10, 2021)., Artificial intelligence., Artificial intelligence. fast (OCoLC)fst00817247, Norvig, Peter author., ELD ebook, LDL ebooks ONIX to marcxml transformation using Record_Load-eBooks_Legal_Deposit_onix2marc_v2-1.xsl 20210811 9781292401171 Uk, (OCoLC)1248691328 |
| spellingShingle |
Russell, Stuart J., Norvig, Peter, Artificial intelligence: a modern approach, <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">Part I: Artificial Intelligence <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">1. Introduction <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">1.1<span style="mso-spacerun:yes"> What Is AI? <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.2<span style="mso-spacerun:yes"> The Foundations of Artificial Intelligence <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.3<span style="mso-spacerun:yes"> The History of Artificial Intelligence <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.4<span style="mso-spacerun:yes"> The State of the Art <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 1.5<span style="mso-spacerun:yes"> Risks and Benefits of AI <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">2. Intelligent Agents <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.1<span style="mso-spacerun:yes"> Agents and Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.2<span style="mso-spacerun:yes"> Good Behavior: The Concept of Rationality <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.3<span style="mso-spacerun:yes"> The Nature of Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 2.4<span style="mso-spacerun:yes"> The Structure of Agents <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">Part II: Problem Solving <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">3. Solving Problems by Searching <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.1<span style="mso-spacerun:yes"> Problem-Solving Agents <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.2<span style="mso-spacerun:yes"> Example Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.3<span style="mso-spacerun:yes"> Search Algorithms <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.4<span style="mso-spacerun:yes"> Uninformed Search Strategies <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.5<span style="mso-spacerun:yes"> Informed (Heuristic) Search Strategies <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 3.6<span style="mso-spacerun:yes"> Heuristic Functions <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">4. Search in Complex Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.1<span style="mso-spacerun:yes"> Local Search and Optimization Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.2<span style="mso-spacerun:yes"> Local Search in Continuous Spaces <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.3<span style="mso-spacerun:yes"> Search with Nondeterministic Actions <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.4<span style="mso-spacerun:yes"> Search in Partially Observable Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 4.5<span style="mso-spacerun:yes"> Online Search Agents and Unknown Environments <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">5. Adversarial Search and Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.1<span style="mso-spacerun:yes"> Game Theory <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.2<span style="mso-spacerun:yes"> Optimal Decisions in Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.3<span style="mso-spacerun:yes"> Heuristic Alpha--Beta Tree Search <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.4<span style="mso-spacerun:yes"> Monte Carlo Tree Search <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.5<span style="mso-spacerun:yes"> Stochastic Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.6<span style="mso-spacerun:yes"> Partially Observable Games <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 5.7<span style="mso-spacerun:yes"> Limitations of Game Search Algorithms <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">6. Constraint Satisfaction Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">6.1<span style="mso-spacerun:yes"> Defining ConstraintSatisfaction Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.2<span style="mso-spacerun:yes"> Constraint Propagation: Inference in CSPs <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.3<span style="mso-spacerun:yes"> Backtracking Search for CSPs <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.4<span style="mso-spacerun:yes"> Local Search for CSPs <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> 6.5<span style="mso-spacerun:yes"> The Structure of Problems <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri"><span style="mso-spacerun:yes"> <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">Part III: Knowledge and Reasoning <span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:Calibri">7. Logical Agents <span style="font, Artificial intelligence. |
| title |
Artificial intelligence: a modern approach |
| title_auth |
Artificial intelligence a modern approach |
| title_full |
Artificial intelligence a modern approach Stuart Russell, Peter Norvig |
| title_fullStr |
Artificial intelligence a modern approach Stuart Russell, Peter Norvig |
| title_full_unstemmed |
Artificial intelligence a modern approach Stuart Russell, Peter Norvig |
| title_short |
Artificial intelligence |
| title_sort |
artificial intelligence a modern approach |
| title_sub |
a modern approach |
| topic |
Artificial intelligence. |
| topic_facet |
Artificial intelligence. |