AI & I: an intellectual history of artificial intelligence
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, Massachusetts ; London, England
The MIT Press
[2024]
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturverzeichnis Seite 155-164. - Index |
| Beschreibung: | xx, 175 Seiten Illustrationen 23 cm |
| ISBN: | 9780262548731 |
Internformat
MARC
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| 020 | |a 9780262548731 |c Broschur |9 978-0-262-54873-1 | ||
| 035 | |a (OCoLC)1477601197 | ||
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| 245 | 1 | 0 | |a AI & I |b an intellectual history of artificial intelligence |c Eugene Charniak ; foreword by Michael L. Littman |
| 246 | 1 | 3 | |a AI and I |
| 246 | 1 | 3 | |a Artificial intelligence and I |
| 264 | 1 | |a Cambridge, Massachusetts ; London, England |b The MIT Press |c [2024] | |
| 264 | 4 | |c ©2024 | |
| 300 | |a xx, 175 Seiten |b Illustrationen |c 23 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Literaturverzeichnis Seite 155-164. - Index | ||
| 648 | 7 | |a Ideengeschichte |2 gnd |9 rswk-swf | |
| 650 | 0 | 7 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |2 gnd |9 rswk-swf |
| 653 | |a COMPUTERS / History | ||
| 653 | |a COMPUTERS / Artificial Intelligence / General | ||
| 653 | |a TECHNOLOGY & ENGINEERING / History | ||
| 653 | 0 | |a Artificial intelligence / History | |
| 689 | 0 | 0 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |D s |
| 689 | 0 | 1 | |a Ideengeschichte |A z |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Charniak, Eugene |d 1946- |0 (DE-588)1183007523 |4 edt | |
| 700 | 1 | |a Littman, Michael L. |d 1966- |0 (DE-588)1322055424 |4 wpr | |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe, EPUB |z 978-0-262-37924-3 |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe, PDF |z 978-0-262-37925-0 |
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| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-035257520 | |
Datensatz im Suchindex
| DE-BY-862_location | 2000 |
|---|---|
| DE-BY-FWS_call_number | 2000/MS 4855 C483 |
| DE-BY-FWS_media_number | 083000527738 |
| _version_ | 1828888529928716288 |
| adam_text |
C
ONTENTS
F
OREWORD
P
REFACE
X
III
X
VII
1
BEGINNINGS (1956-1970)
1
.1 COMING TO AI . . . . . . . . . . . . .
1.
2 SAMUEL'S CHECKERS-PLAYING PROGRAM
1.3 AI AROUND 1968 .
1
.4 SYMBOLS AND THE LOGIC THEORIST . . .
1.5 SCENE RECOGNITION . . . . . . . . . .
1.
6 CONSTRAINT PROPAGATION VS. BACKTRACKING .
1.7 NATURAL-LANGUAGE PROCESSING AND SHRDLU
1.8 LEARNING IN EARLY AI
UJ PERCEPTRONS . . . . . . . . . . . . . . . . . .
2
REASONING AND KNOWLEDGE REPRESENTATION
(1970-1985)
2.1 REASONING, PROBLEM SOLVING, AND PLANNING.
2.2 STRIPS .
2
.3 ORDERING ACTIONS .
2.4 PLANNING HEURISTICS .
2.5 EXPERT SYSTEMS .
2.6 KNOWLEDGE REPRESENTATION .
2. 7 REASONING AND THE SYMBOL SYSTEM HYPOTHESIS
3
REASONING UNDER UNCERTAINTY (1980-1990)
3.1 EXPERT SYSTEMS AND UNCERTAINTY
3.2 FRCQUENTIST VS. BAYESIAN STATISTICS .
3.3 PROBABILITY . . . . . . . . . . . . . . . .
3
.4 DISCONTENTS WITH STANDARD PROBABILITIES
1
1
3
5
6
8
9
10
15
16
2
1
21
22
24
26
27
30
3
3
3
5
35
37
38
43
IX
X
CONTENTS
3
.5 ALTERNATIVES TO STANDARD PROBABILITY
3.6
BAYESIAN NETWORKS . , , . . . . . . .
4
CHESS (1965-1997)
4.1 CHESS PROGRAM ORGANIZATION
4.2 BERNSTEIN'S CHESS PROGRAM
4.3 MAC HACK AND CHESS 4.0
4.4 DEEP BLUE . . . . . YY YY YY YY
5
COMPUTER VISION (1970-2000)
5
.1
HUBEL AND WIESEL .
5.2
CONVOLUTION .
5
.3 STEREO VISION .
5.4 VISUAL FEATURES
5.5 LEARNING TO SEE
5.6
DEFORMABLE PARTS MODELS
4
4
4
6
5
1
52
5
4
5
5
5
6
5
1
57
58
6
0
6
3
66
67
6
SPEECH RECOGNITION (1971-1985) 69
6
.1 FROM SOUND TO SPEECH . . . . . . . . . . . . . . . . 69
6
.2 SPEECH RECOGNITION AND THE NOISY CHANNEL MODEL 73
6.3
LANGUAGE MODELS AND STATISTICS .
7 4
6
.4 HIDDEN MARKOV MODELS . . . . 78
I
7
LEARNING LANGUAGE (1985-2010)
7
.1 EARLY MACHINE TRANSLATION .
7
.2 SENTENCE-ALIGNED CORPORA .
7.3 LEARNING TRANSLATION DICTIONARIES .
7.4 LANGUAGE MODELS REDUX . . .
7
.5 GRAPHICAL MODELS AND GRAMMAR .
8
DEEP LEARNING (1989-2016)
8
.1
DEEP LEARNING AND COMPUTER VISION .
8
2
ADVERSARIAL EXAMPLES .
8
,3 GRAPHICS PROCESSING UNITS AND AI HARDWARE .
8
.4
DISTRIBUTED REPRESENTATION OF WORDS .
8
5
RECURRENT NEURAL NETS . . . . . . . . .
8
,6
AUTOENCODERS AND GENERATIVE MODELS
9
REINFORCEMENT LEARNING AND THE GAME
O
F GO (1990-2017)
9.1 GO .
9
.2 NEURAI
N~T~
FO;
G~ : : :
9
.3 REINFORCEMENT LEARNING
8
1
81
82
8
3
8
6
87
9
3
95
100
101
104
108
109
113
113
114
115
C
ONTENTS
XI
9.4 ALPHAGO, CONTINUED
9.5 ALPHAGO ZERO .
9
.G
GAMES OF CHANCE .
10
LEARNING WRIT LARGE (2017-2023)
10.1 ATTENTION IS ALL YOU NEED .
10.2 LARGE LANGUAGE MODELS .
10
.3 THE TURING TEST .
10
.4 DALL-E, FROM WORDS TO PICTURES .
10.5 ALPHAFOLD .
10
.G CHATGPT AND GPT-4 .
11 AI, PRESENT AND FUTURE (2023)
A
I TIME LINE
B
IBLIOGRAPHY
I
NDEX
11
9
120
1
21
1
23
123
1
27
131
1
33
1
36
1
41
1
45
1
53
1
55
16
5 |
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| era | Ideengeschichte gnd |
| era_facet | Ideengeschichte |
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| id | DE-604.BV049918885 |
| illustrated | Illustrated |
| indexdate | 2025-04-09T04:00:18Z |
| institution | BVB |
| isbn | 9780262548731 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-035257520 |
| oclc_num | 1477601197 |
| open_access_boolean | |
| owner | DE-862 DE-BY-FWS DE-210 |
| owner_facet | DE-862 DE-BY-FWS DE-210 |
| physical | xx, 175 Seiten Illustrationen 23 cm |
| publishDate | 2024 |
| publishDateSearch | 2024 |
| publishDateSort | 2024 |
| publisher | The MIT Press |
| record_format | marc |
| spellingShingle | AI & I an intellectual history of artificial intelligence Künstliche Intelligenz (DE-588)4033447-8 gnd |
| subject_GND | (DE-588)4033447-8 |
| title | AI & I an intellectual history of artificial intelligence |
| title_alt | AI and I Artificial intelligence and I |
| title_auth | AI & I an intellectual history of artificial intelligence |
| title_exact_search | AI & I an intellectual history of artificial intelligence |
| title_full | AI & I an intellectual history of artificial intelligence Eugene Charniak ; foreword by Michael L. Littman |
| title_fullStr | AI & I an intellectual history of artificial intelligence Eugene Charniak ; foreword by Michael L. Littman |
| title_full_unstemmed | AI & I an intellectual history of artificial intelligence Eugene Charniak ; foreword by Michael L. Littman |
| title_short | AI & I |
| title_sort | ai i an intellectual history of artificial intelligence |
| title_sub | an intellectual history of artificial intelligence |
| topic | Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | Künstliche Intelligenz |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035257520&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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Inhaltsverzeichnis
THWS Schweinfurt Zentralbibliothek Lesesaal
| Signatur: |
2000 MS 4855 C483 |
|---|---|
| Exemplar 1 | ausleihbar Verfügbar Bestellen |