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Robots, Reasoning, and Reification
Robots, Reasoning, and Reification focuses on a critical obstacle that is preventing the development of intelligent, autonomous robots:the gap between the ability to reason about the world and the ability to sense the world and translate that sensory data into a symbolic model. This ability is what...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York, NY :
Springer US : Imprint: Springer,
2009.
|
| Edición: | 1st ed. 2009. |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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|---|---|---|---|
| 001 | 978-0-387-87488-3 | ||
| 003 | DE-He213 | ||
| 005 | 20220113005442.0 | ||
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| 008 | 110406s2009 xxu| s |||| 0|eng d | ||
| 020 | |a 9780387874883 |9 978-0-387-87488-3 | ||
| 024 | 7 | |a 10.1007/978-0-387-87488-3 |2 doi | |
| 050 | 4 | |a Q334-342 | |
| 050 | 4 | |a TA347.A78 | |
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| 082 | 0 | 4 | |a 006.3 |2 23 |
| 100 | 1 | |a Gunderson, James P. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Robots, Reasoning, and Reification |h [electronic resource] / |c by James P. Gunderson, Louise F. Gunderson. |
| 250 | |a 1st ed. 2009. | ||
| 264 | 1 | |a New York, NY : |b Springer US : |b Imprint: Springer, |c 2009. | |
| 300 | |a XV, 201 p. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 505 | 0 | |a Some background material on probability and biology -- Using Cognition and Physiology to Build a Cognitive Model -- Representation -- Perception/Action System -- Design of a Reification Engine -- Bridging the Sensor to Symbol Gap -- Working Memory and the Construction of Personal Experiences -- Semantic Memory and the Personal Rough Ontology -- Deliberative System -- Putting it All Together -- Testing -- Where do we go from here. | |
| 520 | |a Robots, Reasoning, and Reification focuses on a critical obstacle that is preventing the development of intelligent, autonomous robots:the gap between the ability to reason about the world and the ability to sense the world and translate that sensory data into a symbolic model. This ability is what enables living systems to look at the world and perceive the things in it. In addition, intelligent living systems can extrapolate from their mental models and predict the effects of their actions in the real world. The authors call this bi-directional mapping of sensor data to symbols and symbolic manipulation onto real world effects reification. After exploring the gulf between bottom-up and top-down approaches to autonomous robotics, the book develops the concepts of reification from biologically based premises, and follows the development into the necessary components and structures that can be used to provide equivalent capabilities for intelligent robots. It continues by demonstrating how the reification engine supports both learning from experience and creating new behaviors and representations of the world. | ||
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 1 | 4 | |a Artificial Intelligence. |
| 700 | 1 | |a Gunderson, Louise F. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9781441946805 |
| 776 | 0 | 8 | |i Printed edition: |z 9780387875439 |
| 776 | 0 | 8 | |i Printed edition: |z 9780387874876 |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-0-387-87488-3 |z Texto Completo |
| 912 | |a ZDB-2-SCS | ||
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| 950 | |a Computer Science (SpringerNature-11645) | ||
| 950 | |a Computer Science (R0) (SpringerNature-43710) | ||