The Soar cognitive architecture:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, Mass.
MIT Press
2012
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | "A Bradford Book." Includes bibliographical references and index |
| Beschreibung: | XV, 374 S. Ill., graph. Darst. |
| ISBN: | 9780262122962 |
Internformat
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| 264 | 1 | |a Cambridge, Mass. |b MIT Press |c 2012 | |
| 300 | |a XV, 374 S. |b Ill., graph. Darst. | ||
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| 650 | 4 | |a Artificial intelligence | |
| 650 | 4 | |a Software architecture | |
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Datensatz im Suchindex
| _version_ | 1804148812007079936 |
|---|---|
| adam_text | Titel: The Soar cognitive architecture
Autor: Laird, John E
Jahr: 2012
Contents
Preface xiii
Acknowledgments xv
1 Introduction 1
1.1 Background 3
1.2 Cognitive Architectures 5
1.3 Soar 17
1.4 Research Strategy 22
1.5 Preview of Chapters 2-14 24
2 Requirements for Cognitive Architectures 27
2.1 Characteristics of Environments, Tasks, and Agents 29
2.2 Architectural Requirements 32
3 The Problem-Space Computational Model 43
3.1 Task Environments 44
3.2 The Problem-Space Framework 47
3.3 Knowledge Search 53
3.4 Problem-Space Computational Models 55
3.5 Impasses and Substates 63
3.6 Using Multiple Sources of Knowledge 66
3.7 Acquiring Knowledge 67
3.8 Alternative PSCMs 68
4 Soar as an Implementation of the PSCM 69
4.1 Production Systems 70
4.2 Mapping Production Systems onto the PSCM 72
4.3 The Soar Processing Cycle 78
4.4 Demonstrations of Basic PSCM 97
4.5 Discussion 107
4.6 Analysis of Requirements 116
Contents
5 Impasses and Substates: The Basis for Complex Reasoning 119
5.1 Impasses 120
5.2 Substates 121
5.3 Problem Solving in Substates 122
5.4 Substate Results 125
5.5 Maintaining Consistency 129
5.6 Demonstrations of Impasses and Substates 130
5.7 Discussion 155
5.8 Analysis of Requirements 156
6 Chunking 159
6.1 Chunking in Soar 160
6.2 Implications of Chunking in Soar 164
6.3 Demonstrations of Chunking 166
6.4 Assumptions Inherent to Chunking 175
6.5 Analysis of Requirements 179
7 Tuning Procedural Knowledge: Reinforcement Learning 181
7.1 Reinforcement Learning in Soar 183
7.2 Learning over Large State Spaces 189
7.3 Demonstrations of Reinforcement Learning 191
7.4 Analysis of Requirements 202
8 Semantic Memory 203
8.1 Semantic Memory in Soar 207
8.2 Encoding and Storage 209
8.3 Retrieval 213
8.4 Demonstrations of Semantic Memory 215
8.5 Analysis of Requirements 223
9 Episodic Memory 225
9.1 Episodic Memory in Soar 227
9.2 Encoding and Storage 229
9.3 Retrieval 230
9.4 Use of Episodic Memory 232
9.5 Demonstrations of Episodic Memory 234
9.6 Comparison of Episodic Memory and Semantic Memory 243
9.7 Analysis of Requirements 245
10 Visuospatial Processing with Mental Imagery 247
10.1 Visual and Spatial Representations 249
10.2 Visuospatial Domains 252
10.3 SVS 254
Contents
10.4 Demonstrations of Spatial and Visual Imagery 265
10.5 Analysis of Requirements 268
11 Emotion 271
11.1 Appraisal Theories of Emotion 272
11.2 Abstract Functional Cognitive Operations 274
11.3 Unifying Cognitive Control and Appraisal 277
11.4 Emotion, Mood, and Feeling 278
11.5 Emotion and Reinforcement Learning 279
11.6 Demonstrations of Emotion Processing 280
11.7 Analysis of Requirements 284
12 Demonstrations of Multiple Architectural Capabilities 287
12.1 Learning to Use Episodic Memory with Reinforcement Learning 287
12.2 Using Mental Imagery with Reinforcement Learning 294
12.3 Diverse Forms of Action Modeling 299
12.4 Analysis of Requirements 304
13 Soar Applications 307
13.1 Applications 307
13.2 TacAir-Soar 313
13.3 Imagining TacAir-Soar 2.0 317
14 Conclusion 325
14.1 Soar from a Structural Perspective 326
14.2 Soar from a Functional Perspective 328
14.3 Evaluating Soar on Architectural Requirements 331
References 347
Index 367
|
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| indexdate | 2024-07-10T00:13:04Z |
| institution | BVB |
| isbn | 9780262122962 |
| language | English |
| lccn | 2011030567 |
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| spelling | Laird, John E. Verfasser aut The Soar cognitive architecture John E. Laird Cambridge, Mass. MIT Press 2012 XV, 374 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier "A Bradford Book." Includes bibliographical references and index Künstliche Intelligenz Artificial intelligence Software architecture Softwarearchitektur (DE-588)4121677-5 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 s Softwarearchitektur (DE-588)4121677-5 s DE-604 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024730013&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Laird, John E. The Soar cognitive architecture Künstliche Intelligenz Artificial intelligence Software architecture Softwarearchitektur (DE-588)4121677-5 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
| subject_GND | (DE-588)4121677-5 (DE-588)4033447-8 |
| title | The Soar cognitive architecture |
| title_auth | The Soar cognitive architecture |
| title_exact_search | The Soar cognitive architecture |
| title_full | The Soar cognitive architecture John E. Laird |
| title_fullStr | The Soar cognitive architecture John E. Laird |
| title_full_unstemmed | The Soar cognitive architecture John E. Laird |
| title_short | The Soar cognitive architecture |
| title_sort | the soar cognitive architecture |
| topic | Künstliche Intelligenz Artificial intelligence Software architecture Softwarearchitektur (DE-588)4121677-5 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | Künstliche Intelligenz Artificial intelligence Software architecture Softwarearchitektur |
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