Artificial intelligence: a modern approach
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boston [u.a.]
Pearson
2010
|
| Ausgabe: | 3. ed., internat. ed. |
| Schriftenreihe: | Prentice Hall series in artificial intelligence
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XVIII, 1132 S. Ill., graph. Darst. |
| ISBN: | 9780132071482 0132071487 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV036504307 | ||
| 003 | DE-604 | ||
| 005 | 20211209 | ||
| 007 | t | ||
| 008 | 100615s2010 ad|| |||| 00||| eng d | ||
| 020 | |a 9780132071482 |9 978-0-13-207148-2 | ||
| 020 | |a 0132071487 |9 0-13-207148-7 | ||
| 035 | |a (OCoLC)659757272 | ||
| 035 | |a (DE-599)BVBBV036504307 | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-20 |a DE-19 |a DE-91G |a DE-706 |a DE-83 |a DE-522 |a DE-473 |a DE-355 |a DE-523 |a DE-11 |a DE-91 |a DE-Aug4 |a DE-384 |a DE-863 |a DE-739 |a DE-29 |a DE-92 |a DE-859 | ||
| 084 | |a ST 300 |0 (DE-625)143650: |2 rvk | ||
| 084 | |a DAT 700f |2 stub | ||
| 100 | 1 | |a Russell, Stuart J. |d 1962- |e Verfasser |0 (DE-588)13770741X |4 aut | |
| 245 | 1 | 0 | |a Artificial intelligence |b a modern approach |c Stuart J. Russell and Peter Norvig |
| 250 | |a 3. ed., internat. ed. | ||
| 259 | |a 3 | ||
| 264 | 1 | |a Boston [u.a.] |b Pearson |c 2010 | |
| 300 | |a XVIII, 1132 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Prentice Hall series in artificial intelligence | |
| 650 | 0 | 7 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |2 gnd |9 rswk-swf |
| 655 | 7 | |8 1\p |0 (DE-588)4143389-0 |a Aufgabensammlung |2 gnd-content | |
| 655 | 7 | |8 2\p |0 (DE-588)4123623-3 |a Lehrbuch |2 gnd-content | |
| 689 | 0 | 0 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |D s |
| 689 | 0 | |8 3\p |5 DE-604 | |
| 700 | 1 | |a Norvig, Peter |d 1956- |e Verfasser |0 (DE-588)135811465 |4 aut | |
| 856 | 4 | 2 | |m Digitalisierung UB Bamberg |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020426659&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 883 | 1 | |8 1\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 883 | 1 | |8 2\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 883 | 1 | |8 3\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-020426659 | |
Datensatz im Suchindex
| DE-BY-863_location | 1000 1340 |
|---|---|
| DE-BY-FWS_call_number | 1000/ST 300 R967 A7(3)st 1340/ST 300 R961(3)st |
| DE-BY-FWS_katkey | 445045 |
| DE-BY-FWS_media_number | 083101254156 083101251197 |
| _version_ | 1806528590262566912 |
| adam_text |
Contents
I Artificial Intelligence
1
Introduction
1
1.1
What Is
AI?. 1
1.2
The Foundations of Artificial Intelligence
. 5
1.3
The History of Artificial Intelligence
. 16
1.4
The State of the Art
. 28
1.5
Summary, Bibliographical and Historical Notes, Exercises
. 29
2
Intelligent Agents
34
2.1
Agents and Environments
. 34
2.2
Good Behavior: The Concept of Rationality
. 36
2.3
The Nature of Environments
. 40
2.4
The Structure of Agents
. 46
2.5
Summary, Bibliographical and Historical Notes, Exercises
. 59
II Problem-solving
3
Solving Problems by Searching
64
3.1
Problem-Solving Agents
. 64
3.2
Example Problems
. 69
3.3
Searching for Solutions
. 75
3.4
Uninformed Search Strategies
. 81
3.5
Informed (Heuristic) Search Strategies
. 92
3.6
Heuristic Functions
. 102
3.7
Summary, Bibliographical and Historical Notes, Exercises
. 108
4
Beyond Classical Search
120
4.1
Local Search Algorithms and Optimization Problems
. 120
4.2
Local Search in Continuous Spaces
. 129
4.3
Searching with Nondeterministic Actions
. 133
4.4
Searching with Partial Observations
. 138
4.5
Online Search Agents and Unknown Environments
. 147
4.6
Summary, Bibliographical and Historical Notes, Exercises
. 153
5
Adversarial Search
161
5.1
Games
. 161
5.2
Optimal Decisions in Games
. 163
5.3
Alpha-Beta Pruning
. 167
5.4
Imperfect
Real-Time
Decisions
. 171
5.5
Stochastic Games
. 177
xiii
xiv Contents
5.6
Partially
Observable
Games. 180
5.7
State-of-the-Art
Game Programs
. 185
5.8
Alternative Approaches
. 187
5.9
Summary, Bibliographical and Historical Notes, Exercises
. 189
6
Constraint Satisfaction Problems
202
6.1
Defining Constraint Satisfaction Problems
. 202
6.2
Constraint Propagation: Inference in CSPs
. 208
6.3
Backtracking Search for CSPs
. 214
6.4
Local Search for CSPs
. 220
6.5
The Structure of Problems
. 222
6.6
Summary, Bibliographical and Historical Notes, Exercises
. 227
HI Knowledge, reasoning, and planning
7
Logical Agents
234
7.1
Knowledge-Based Agents
. 235
7.2
The Wumpus World
. 236
7.3
Logic
. 240
7.4
Prepositional Logic: A Very Simple Logic
. 243
7.5
Prepositional Theorem Proving
. 249
7.6
Effective Prepositional Model Checking
. 259
7.7
Agents Based on Prepositional Logic
. 265
7.8
Summary, Bibliographical and Historical Notes, Exercises
. 274
8
First-Order Logic
285
8.1
Representation Revisited
. 285
8.2
Syntax and Semantics of First-Order Logic
. 290
8.3
Using First-Order Logic
. 300
8.4
Knowledge Engineering in First-Order Logic
. 307
8.5
Summary, Bibliographical and Historical Notes, Exercises
. 313
9
Inference in First-Order Logic
322
9.1
Prepositional vs. First-Order Inference
. 322
9.2
Unification and Lifting
. 325
9.3
Forward Chaining
. 330
9.4
Backward Chaining
. 337
9.5
Resolution
. 345
9.6
Summary, Bibliographical and Historical Notes, Exercises
. 357
10
Classical Planning
366
10.1
Definition of Classical Planning
. 366
10.2
Algorithms for Planning as State-Space Search
. 373
10.3
Planning Graphs
. 379
Contents xv
10.4
Other Classical Planning Approaches
. 387
10.5
Analysis of Planning Approaches
. 392
10.6
Summary, Bibliographical and Historical Notes, Exercises
. 393
11
Planning and Acting in the Real World
401
11.1
Time, Schedules, and Resources
. 401
11.2
Hierarchical Planning
. 406
11.3
Planning and Acting in Nondeterministic Domains
. 415
11.4
Multiagent Planning
. 425
11.5
Summary, Bibliographical and Historical Notes, Exercises
. 430
12
Knowledge Representation
437
12.1
Ontological Engineering
. 437
12.2
Categories and Objects
. 440
12.3
Events
. 446
12.4
Mental Events and Mental Objects
. 450
12.5
Reasoning Systems for Categories
. 453
12.6
Reasoning with Default Information
. 458
12.7
The Internet Shopping World
. 462
12.8
Summary, Bibliographical and Historical Notes, Exercises
. 467
IV Uncertain knowledge and reasoning
13
Quantifying Uncertainty
480
13.1
Acting under Uncertainty
. 480
13.2
Basic Probability Notation
. 483
13.3
Inference Using Full Joint Distributions
. 490
13.4
Independence
. 494
13.5
Bayes'
Rule and Its Use
. 495
13.6
The Wumpus World Revisited
. 499
13.7
Summary, Bibliographical and Historical Notes, Exercises
. 503
14
Probabilistic Reasoning
510
14.1
Representing Knowledge in an Uncertain Domain
. 510
14.2
The Semantics of Bayesian Networks
. 513
14.3
Efficient Representation of Conditional Distributions
. 518
14.4
Exact Inference in Bayesian Networks
. 522
14.5
Approximate Inference in Bayesian Networks
. 530
14.6
Relational and First-Order Probability Models
. 539
14.7
Other Approaches to Uncertain Reasoning
. 546
14.8
Summary, Bibliographical and Historical Notes, Exercises
. 551
15
Probabilistic Reasoning over Time
566
15.1
Time and Uncertainty
. 566
xvi
Contents
15.2
Inference in Temporal Models
. 570
15.3
Hidden Markov Models
. 578
15.4
Kalman
Filters
. 584
15.5
Dynamic Bayesian Networks
. 590
15.6
Keeping Track of Many Objects
. 599
15.7
Summary, Bibliographical and Historical Notes, Exercises
. 603
16
Making Simple Decisions
610
16.1
Combining Beliefs and Desires under Uncertainty
. 610
16.2
The Basis of Utility Theory
. 611
16.3
Utility Functions
. 615
16.4
Multiattribute Utility Functions
. 622
16.5
Decision Networks
. 626
16.6
The Value of Information
. 628
16.7
Decision-Theoretic Expert Systems
. 633
16.8
Summary, Bibliographical and Historical Notes, Exercises
. 636
17
Making Complex Decisions
645
17.1
Sequential Decision Problems
. 645
17.2
Value Iteration
. 652
17.3
Policy Iteration
. 656
17.4
Partially Observable MDPs
. 658
17.5
Decisions with Multiple Agents: Game Theory
. 666
17.6
Mechanism Design
. 679
17.7
Summary, Bibliographical and Historical Notes, Exercises
. 684
V Learning
18
Learning from Examples
693
18.1
Forms of Learning
. 693
18.2
Supervised Learning
. 695
18.3
Learning Decision Trees
. 697
18.4
Evaluating and Choosing the Best Hypothesis
. 708
18.5
The Theory of Learning
. 713
18.6
Regression and Classification with Linear Models
. 717
18.7
Artificial Neural Networks
. 727
18.8
Nonparametric Models
. 737
18.9
Support Vector Machines
. 744
18.10
Ensemble Learning
.
74g
18.11
Practical Machine Learning
. 753
18.12
Summary, Bibliographical and Historical Notes, Exercises
. 757
19
Knowledge in Learning
75g
19.1
A Logical Formulation of Learning
.
76g
Contents xvii
19.2 Knowledge in
Learning
. 777
19.3
Explanation-Based Learning
. 780
19.4
Learning Using Relevance Information
. 784
19.5
Inductive Logic Programming
. 788
19.6
Summary, Bibliographical and Historical Notes, Exercises
. 797
20
Learning Probabilistic Models
802
20.1
Statistical Learning
. 802
20.2
Learning with Complete Data
. 806
20.3
Learning with Hidden Variables: The EM Algorithm
. 816
20.4
Summary, Bibliographical and Historical Notes, Exercises
. 825
21
Reinforcement Learning
830
21.1
Introduction
. 830
21.2
Passive Reinforcement Learning
. 832
21.3
Active Reinforcement Learning
. 839
21.4
Generalization in Reinforcement Learning
. 845
21.5
Policy Search
. 848
21.6
Applications of Reinforcement Learning
. 850
21.7
Summary, Bibliographical and Historical Notes, Exercises
. 853
VI Communicating, perceiving, and acting
22
Natural Language Processing
860
22.1
Language Models
. 860
22.2
Text Classification
. 865
22.3
Information Retrieval
. 867
22.4
Information Extraction
. 873
22.5
Summary, Bibliographical and Historical Notes, Exercises
. 882
23
Natural Language for Communication
888
23.1
Phrase Structure Grammars
. 888
23.2
Syntactic Analysis (Parsing)
. 892
23.3
Augmented Grammars and Semantic Interpretation
. 897
23.4
Machine Translation
. 907
23.5
Speech Recognition
. 912
23.6
Summary, Bibliographical and Historical Notes, Exercises
. 918
24
Perception
928
24.1
Image Formation
. 929
24.2
Early Image-Processing Operations
. 935
24.3
Object Recognition by Appearance
. 942
24.4
Reconstructing the
3D
World
. 947
24.5
Object Recognition from Structural Information
. 957
xviii
Contents
24.6
Using Vision
. 961
24.7
Summary, Bibliographical and Historical Notes, Exercises
. 965
25
Robotics
971
25.1
Introduction
. 971
25.2
Robot Hardware
. 973
25.3
Robotic Perception
. 978
25.4
Planning to Move
. 986
25.5
Planning Uncertain Movements
. 993
25.6
Moving
. 997
25.7
Robotic Software Architectures
. 1003
25.8
Application Domains
. 1006
25.9
Summary, Bibliographical and Historical Notes, Exercises
. 1010
VII
Conclusions
26
Philosophical Foundations
1020
26.1
Weak
AI:
Can Machines Act Intelligently?
. 1020
26.2
Strong
AI:
Can Machines Really Think?
. 1026
26.3
The Ethics and Risks of Developing Artificial Intelligence
. 1034
26.4
Summary, Bibliographical and Historical Notes, Exercises
. 1040
27
AI:
The Present and Future
1044
27.1
Agent Components
. 1044
27.2
Agent Architectures
. 1047
27.3
Are We Going in the Right Direction?
. 1049
27.4
What If
AI
Does Succeed?
. 1051
A Mathematical background
1053
A.I Complexity Analysis and O() Notation
. 1053
A.2 Vectors, Matrices, and Linear Algebra
. 1055
A.3 Probability Distributions
. 1057
В
Notes on Languages and Algorithms
1060
B.I Defining Languages with Backus-Naur Form (BNF)
. 1060
B.2 Describing Algorithms with Pseudocode
. 1061
B.3 Online Help
. 1062
Bibliography
1063
Index
1095 |
| any_adam_object | 1 |
| author | Russell, Stuart J. 1962- Norvig, Peter 1956- |
| author_GND | (DE-588)13770741X (DE-588)135811465 |
| author_facet | Russell, Stuart J. 1962- Norvig, Peter 1956- |
| author_role | aut aut |
| author_sort | Russell, Stuart J. 1962- |
| author_variant | s j r sj sjr p n pn |
| building | Verbundindex |
| bvnumber | BV036504307 |
| classification_rvk | ST 300 |
| classification_tum | DAT 700f |
| ctrlnum | (OCoLC)659757272 (DE-599)BVBBV036504307 |
| discipline | Informatik |
| edition | 3. ed., internat. ed. |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>00000nam a2200000 c 4500</leader><controlfield tag="001">BV036504307</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20211209</controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">100615s2010 ad|| |||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780132071482</subfield><subfield code="9">978-0-13-207148-2</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0132071487</subfield><subfield code="9">0-13-207148-7</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)659757272</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV036504307</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">aacr</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-20</subfield><subfield code="a">DE-19</subfield><subfield code="a">DE-91G</subfield><subfield code="a">DE-706</subfield><subfield code="a">DE-83</subfield><subfield code="a">DE-522</subfield><subfield code="a">DE-473</subfield><subfield code="a">DE-355</subfield><subfield code="a">DE-523</subfield><subfield code="a">DE-11</subfield><subfield code="a">DE-91</subfield><subfield code="a">DE-Aug4</subfield><subfield code="a">DE-384</subfield><subfield code="a">DE-863</subfield><subfield code="a">DE-739</subfield><subfield code="a">DE-29</subfield><subfield code="a">DE-92</subfield><subfield code="a">DE-859</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 300</subfield><subfield code="0">(DE-625)143650:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">DAT 700f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Russell, Stuart J.</subfield><subfield code="d">1962-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)13770741X</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Artificial intelligence</subfield><subfield code="b">a modern approach</subfield><subfield code="c">Stuart J. Russell and Peter Norvig</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">3. ed., internat. ed.</subfield></datafield><datafield tag="259" ind1=" " ind2=" "><subfield code="a">3</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Boston [u.a.]</subfield><subfield code="b">Pearson</subfield><subfield code="c">2010</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XVIII, 1132 S.</subfield><subfield code="b">Ill., graph. Darst.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Prentice Hall series in artificial intelligence</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Künstliche Intelligenz</subfield><subfield code="0">(DE-588)4033447-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="655" ind1=" " ind2="7"><subfield code="8">1\p</subfield><subfield code="0">(DE-588)4143389-0</subfield><subfield code="a">Aufgabensammlung</subfield><subfield code="2">gnd-content</subfield></datafield><datafield tag="655" ind1=" " ind2="7"><subfield code="8">2\p</subfield><subfield code="0">(DE-588)4123623-3</subfield><subfield code="a">Lehrbuch</subfield><subfield code="2">gnd-content</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Künstliche Intelligenz</subfield><subfield code="0">(DE-588)4033447-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="8">3\p</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Norvig, Peter</subfield><subfield code="d">1956-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)135811465</subfield><subfield code="4">aut</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Digitalisierung UB Bamberg</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020426659&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">1\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">2\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">3\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-020426659</subfield></datafield></record></collection> |
| genre | 1\p (DE-588)4143389-0 Aufgabensammlung gnd-content 2\p (DE-588)4123623-3 Lehrbuch gnd-content |
| genre_facet | Aufgabensammlung Lehrbuch |
| id | DE-604.BV036504307 |
| illustrated | Illustrated |
| indexdate | 2024-08-05T08:38:38Z |
| institution | BVB |
| isbn | 9780132071482 0132071487 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-020426659 |
| oclc_num | 659757272 |
| open_access_boolean | |
| owner | DE-20 DE-19 DE-BY-UBM DE-91G DE-BY-TUM DE-706 DE-83 DE-522 DE-473 DE-BY-UBG DE-355 DE-BY-UBR DE-523 DE-11 DE-91 DE-BY-TUM DE-Aug4 DE-384 DE-863 DE-BY-FWS DE-739 DE-29 DE-92 DE-859 |
| owner_facet | DE-20 DE-19 DE-BY-UBM DE-91G DE-BY-TUM DE-706 DE-83 DE-522 DE-473 DE-BY-UBG DE-355 DE-BY-UBR DE-523 DE-11 DE-91 DE-BY-TUM DE-Aug4 DE-384 DE-863 DE-BY-FWS DE-739 DE-29 DE-92 DE-859 |
| physical | XVIII, 1132 S. Ill., graph. Darst. |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | Pearson |
| record_format | marc |
| series2 | Prentice Hall series in artificial intelligence |
| spellingShingle | Russell, Stuart J. 1962- Norvig, Peter 1956- Artificial intelligence a modern approach Künstliche Intelligenz (DE-588)4033447-8 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4143389-0 (DE-588)4123623-3 |
| title | Artificial intelligence a modern approach |
| title_auth | Artificial intelligence a modern approach |
| title_exact_search | Artificial intelligence a modern approach |
| title_full | Artificial intelligence a modern approach Stuart J. Russell and Peter Norvig |
| title_fullStr | Artificial intelligence a modern approach Stuart J. Russell and Peter Norvig |
| title_full_unstemmed | Artificial intelligence a modern approach Stuart J. Russell and Peter Norvig |
| title_short | Artificial intelligence |
| title_sort | artificial intelligence a modern approach |
| title_sub | a modern approach |
| topic | Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | Künstliche Intelligenz Aufgabensammlung Lehrbuch |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020426659&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT russellstuartj artificialintelligenceamodernapproach AT norvigpeter artificialintelligenceamodernapproach |
Inhaltsverzeichnis
Würzburg Zentralbibliothek Lesesaal
| Signatur: |
1000 ST 300 R967 A7(3)st |
|---|---|
| Exemplar 1 | ausleihbar Verfügbar Bestellen |
Würzburg Teilbibliothek SHL, Raum I.2.11
| Signatur: |
1340 ST 300 R961(3)st |
|---|---|
| Exemplar 1 | nicht ausleihbar Verfügbar |