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AI : its nature and future /
Artificial Intelligence surrounds us; in our homes, schools and offices, in our cinemas, in art galleries and - not least - on the Internet. Margaret Boden considers the realistic and unrealistic expectations we have placed on AI, analyses its progress, and considers the value of its byproducts.
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Oxford, United Kingdom :
Oxford University Press,
2016.
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| Edición: | First edition. |
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- COVER; ITS NATURE AND FUTURE; COPYRIGHT; DEDICATION; ACKNOWLEDGMENTS ; CONTENTS ; LIST OF FIGURES; Chapter 1: What is Artificial Intelligence? ; Virtual Machines ; The Major Types of AI ; AI Foreseen ; How AI Began ; Cybernetics ; How AI Divided ; Chapter 2: General Intelligence as the Holy Grail ; Supercomputers aren't Enough ; Heuristic Search ; Planning ; Mathematical Simplification ; Knowledge Representation ; Rule-Based Programs ; Frames, Word-Vectors, Scripts, Semantic Nets ; Logic and the Semantic Web ; Computer Vision ; The Frame Problem ; Agents and Distributed Cognition.
- Machine Learning Generalist Systems ; The Dream Revitalized ; Missing Dimensions ; Chapter 3: Language, Creativity, Emotion ; Language ; Creativity ; AI and Emotion ; Chapter 4: Artificial Neural Networks ; The Wider Implications of ANNs ; Parallel Distributed Processing ; Learning in Neural Networks ; Backprop and Brains-And Deep Learning ; Network Scandal ; Connections aren't Everything ; Hybrid Systems ; Chapter 5: Robots and Artificial Life ; Situated Robots and Interesting Insects ; Evolutionary AI ; Self-Organization ; Chapter 6: But is it Intelligence, Really? ; The Turing Test.