Making Robots Smarter

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160,49 

Combining Sensing and Action through Robot Learning

ISBN: 0792385624
ISBN 13: 9780792385622
Herausgeber: Katharina Morik/Michael Kaiser/Volker Klingspor
Verlag: Springer Verlag GmbH
Umfang: XIV, 271 S.
Erscheinungsdatum: 30.06.1999
Produktform: Gebunden/Hardback
Einband: GEB

Discusses aspects of learning in execution and control through robot control. This book presents methods for the automatic synthesis of controllers, for active sensing, for learning to enhance assembly, and for learning sensor-based navigation. It also discusses learning for human-robot interaction.

Artikelnummer: 1586897 Kategorie:

Beschreibung

InhaltsangabePreface. Part I: Learning in Execution and Control. 1. Introduction to Skill Learning; M. Kaiser, R. Dillmann. 2. Learning Function Approximators; C. Baroglio, et al. 3. Learning Sensor Assisted Assembly Operations; M. Nuttin, H. Van Brussel. 4. Learning and Re-Calibration in Flexible Assembly; M. Nuttin, H. Van Brussel. 5. Contact Estimation for Compliant Motion Control; J. Suárez, et al. 6. Learning Sensor-Based Navigation; J. del R. Millán, C. Torras. 7. Learning to Control a Visual Sensing System; M. Accame. Part II: Learning for Human-Robot Interaction. 8. Learning in Human-Robot Communication; M. Kaiser, et al. 9. Learning to Classify; T. Rauber, M. Barata. 10. Learning a Taxonomy of Failures in Assembly; L. Seabra Lopes. 11. Incremental Signal to Symbol Processing; K. Morik, S. Wessel. 12. Learning Understandable Concepts for Robot Navigation; V. Klingspor, K. Morik. 13. Program Optimization for Real-Time Performance; A. Rieger, V. Klingspor. References. Index.

Inhaltsverzeichnis

Preface. Part I: Learning in Execution and Control. 1. Introduction to Skill Learning; M. Kaiser, R. Dillmann. 2. Learning Function Approximators; C. Baroglio, et al. 3. Learning Sensor Assisted Assembly Operations; M. Nuttin, H. Van Brussel. 4. Learning and Re-Calibration in Flexible Assembly; M. Nuttin, H. Van Brussel. 5. Contact Estimation for Compliant Motion Control; J. Suarez, et al. 6. Learning Sensor-Based Navigation; J. del R. Millan, C. Torras. 7. Learning to Control a Visual Sensing System; M. Accame. Part II: Learning for Human-Robot Interaction. 8. Learning in Human-Robot Communication; M. Kaiser, et al. 9. Learning to Classify; T. Rauber, M. Barata. 10. Learning a Taxonomy of Failures in Assembly; L. Seabra Lopes. 11. Incremental Signal to Symbol Processing; K. Morik, S. Wessel. 12. Learning Understandable Concepts for Robot Navigation; V. Klingspor, K. Morik. 13. Program Optimization for Real-Time Performance; A. Rieger, V. Klingspor. References. Index.

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