عنوان

Learning to learn / edited by Sebastian Thrun and Lorien Pratt.

شابک

1461375274

شابک

9781461375272

شماره

b541134

عنوان اصلي

Learning to learn / edited by Sebastian Thrun and Lorien Pratt.

نام عام مواد

[Book]

نام نخستين پديدآور

Sebastian Thrun

محل نشرو پخش و غیره

New York

نام ناشر، پخش کننده و غيره

Springer Science+Business Media, LLC

تاریخ نشرو بخش و غیره

1998

نام خاص و کميت اثر

viii, 354 pages : illustrations ; 23 cm.

متن يادداشت

Preface. Part I: Overview Articles. 1. Learning to Learn: Introduction and Overview; S. Thrun, L. Pratt. 2. A Survey of Connectionist Network Reuse Through Transfer; L. Pratt, B. Jennings. 3. Transfer in Cognition; A. Robins. Part II: Prediction. 4. Theoretical Models of Learning to Learn; J. Baxter. 5. Multitask Learning; R. Caruana. 6. Making a Low-Dimensional Representation Suitable for Diverse Tasks; N. Intrator, S. Edelman. 7. The Canonical Distortion Measure for Vector Quantization and Function Approximation; J. Baxter. 8. Lifelong Learning Algorithms; S. Thrun. Part III: Relatedness. 9. The Parallel Transfer of Task Knowledge Using Dynamic Learning Rates Based on a Measure of Relatedness; D.L. Silver, R.E. Mercer. 10. Clustering Learning Tasks and the Selective Cross-Task Transfer of Knowledge; S. Thrun, J. O'Sullivan. Part IV: Control. 11. CHILD: A First Step Towards Continual Learning; M.B. Ring. 12. Reinforcement Learning with Self-Modifying Policies; J. Schmidhuber, et al. 13. Creating Advice-Taking Reinforcement Learners; R. Maclin, J.W. Shavlik. Contributing Authors. Index.

موضوع مستند نشده

Algorithms

موضوع مستند نشده

Algorithms.

موضوع مستند نشده

Machine learning.

مستند نام اشخاص تاييد نشده

Sebastian Thrun

مستند نام اشخاص تاييد نشده

Lorien Pratt

مستند نام اشخاص تاييد نشده

Sebastian Thrun

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y