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Making Robots Smarter

Combining Sensing and Action through Robot Learning

Erschienen am 30.06.1999
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Bibliografische Daten
ISBN/EAN: 9780792385622
Sprache: Englisch
Umfang: xiv, 271 S.
Einband: gebundenes Buch

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.

Inhalt

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.