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The Soar cognitive architecture /
The definitive presentation of Soar, one AI's most enduring architectures, offering comprehensive descriptions of fundamental aspects and new components.
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge, Mass. ; London, England :
MIT Press,
©2012.
©2012 |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Laird, John, |d 1954- | |
| 245 | 1 | 4 | |a The Soar cognitive architecture / |c John E. Laird. |
| 260 | |a Cambridge, Mass. ; |a London, England : |b MIT Press, |c ©2012. | ||
| 264 | 4 | |c ©2012 | |
| 300 | |a 1 online resource (xv, 374 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a data file |2 rda | ||
| 500 | |a "A Bradford Book." | ||
| 504 | |a Includes bibliographical references and index. | ||
| 588 | 0 | |a Print version record. | |
| 520 | |a The definitive presentation of Soar, one AI's most enduring architectures, offering comprehensive descriptions of fundamental aspects and new components. | ||
| 505 | 0 | |a Preface; Acknowledgments; Chapter 1. Introduction; 1.1 Background; 1.2 Cognitive Architectures; 1.3 Soar; 1.4 Research Strategy; 1.5 Preview of Chapters 2-14; Chapter 2. Requirements for Cognitive Architectures; 2.1 Characteristics of Environments, Tasks, and Agents; 2.2 Architectural Requirements; Chapter 3. The Problem-Space Computational Model; 3.1 Task Environments; 3.2 The Problem-Space Framework; 3.3 Knowledge Search; 3.4 Problem-Space Computational Models; 3.5 Impasses and Substates; 3.6 Using Multiple Sources of Knowledge; 3.7 Acquiring Knowledge; 3.8 Alternative PSCMs | |
| 505 | 8 | |a Chapter 4. Soar as an Implementation of the PSCM4.1 Production Systems; 4.2 Mapping Production Systems onto the PSCM; 4.3 The Soar Processing Cycle; 4.4 Demonstrations of Basic PSCM; 4.5 Discussion; 4.6 Analysis of Requirements; Chapter 5. Impasses and Substates: The Basis for Complex Reasoning; 5.1 Impasses; 5.2 Substates; 5.3 Problem Solving in Substates; 5.4 Substate Results; 5.5 Maintaining Consistency; 5.6 Demonstrations of Impasses and Substates; 5.7 Discussion; 5.8 Analysis of Requirements; Chapter 6. Chunking; 6.1 Chunking in Soar; 6.2 Implications of Chunking in Soar | |
| 505 | 8 | |a 6.3 Demonstrations of Chunking6.4 Assumptions Inherent to Chunking; Chapter 7. Tuning Procedural Knowledge: Reinforcement Learning; 7.1 Reinforcement Learning in Soar; 7.2 Learning over Large State Spaces; 7.3 Demonstrations of Reinforcement Learning; 7.4 Analysis of Requirements; Chapter 8. Semantic Memory; 8.1 Semantic Memory in Soar; 8.2 Encoding and Storage; 8.3 Retrieval; 8.4 Demonstrations of Semantic Memory; 8.5 Analysis of Requirements; Chapter 9. Episodic Memory; 9.1 Episodic Memory in Soar; 9.2 Encoding and Storage; 9.3 Retrieval; 9.4 Use of Episodic Memory | |
| 505 | 8 | |a 9.5 Demonstrations of Episodic Memory9.6 Comparison of Episodic Memory and Semantic Memory; 9.7 Analysis of Requirements; Chapter 10. Visuospatial Processing with Mental Imagery; 10.1 Visual and Spatial Representations; 10.2 Visuospatial Domains; 10.3 SVS; 10.4 Demonstrations of Spatial and Visual Imagery; 10.5 Analysis of Requirements; Chapter 11. Emotion; 11.1 Appraisal Theories of Emotion; 11.2 Abstract Functional Cognitive Operations; 11.3 Unifying Cognitive Control and Appraisal; 11.4 Emotion, Mood, and Feeling; 11.5 Emotion and Reinforcement Learning | |
| 505 | 8 | |a 11.6 Demonstrations of Emotion Processing11.7 Analysis of Requirements; Chapter 12. Demonstrations of Multiple Architectural Capabilities; 12.1 Learning to Use Episodic Memory with Reinforcement Learning; 12.2 Using Mental Imagery with Reinforcement Learning; 12.3 Diverse Forms of Action Modeling; 12.4 Analysis of Requirements; Chapter 13. Soar Applications; 13.1 Applications; 13.2 TacAir-Soar; 13.3 Imagining TacAir-Soar 2.0; Chapter 14. Conclusion; 14.1 Soar from a Structural Perspective; 14.2 Soar from a Functional Perspective; 14.3 Evaluating Soar on Architectural Requirements; References | |
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 0 | |a Software architecture. | |
| 650 | 2 | |a Artificial Intelligence | |
| 650 | 6 | |a Intelligence artificielle. | |
| 650 | 6 | |a Architecture logicielle. | |
| 650 | 7 | |a artificial intelligence. |2 aat | |
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| 650 | 7 | |a COMPUTERS |x Intelligence (AI) & Semantics. |2 bisacsh | |
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| 650 | 7 | |a Software architecture |2 fast | |
| 653 | |a COMPUTER SCIENCE/General | ||
| 653 | |a COGNITIVE SCIENCES/General | ||
| 758 | |i has work: |a The Soar cognitive architecture (Text) |1 https://id.oclc.org/worldcat/entity/E39PCH3wRHKxdJxtqX8wKp6YKb |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Laird, John, 1954- |t Soar cognitive architecture. |d Cambridge, Mass. : MIT Press, ©2012 |z 9780262122962 |z 0262122960 |w (DLC) 2011030567 |w (OCoLC)748290725 |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=3339436 |z Texto completo |
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