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" Learning to learn / edited by Sebastian Thrun and Lorien Pratt. "
Sebastian Thrun
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BL
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| Record Number
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721428
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| Doc. No
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b541134
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| Main Entry
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Sebastian Thrun
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| Title & Author
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Learning to learn / edited by Sebastian Thrun and Lorien Pratt.\ Sebastian Thrun
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| Publication Statement
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New York: Springer Science+Business Media, LLC, 1998
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| Page. NO
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viii, 354 pages : illustrations ; 23 cm.
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| ISBN
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1461375274
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: 9781461375272
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| Contents
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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.
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| Subject
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Algorithms
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Algorithms.
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Machine learning.
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| Added Entry
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Lorien Pratt
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Sebastian Thrun
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