Reinforcement Learning : An Introduction /
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| Format: | Electrònic eBook |
| Idioma: | anglès |
| Publicat: |
Cambridge, Mass. :
MIT Press,
1998.
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| Col·lecció: | Book collections on Project MUSE.
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| Accés en línia: | Full text available: |
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Taula de continguts:
- Contents
- Series Foreword
- Preface
- I. The Problem
- 1. Introduction
- 2. Evaluative Feedback
- 3. The Reinforcement Learning Problem
- II. Elementary Solution Methods
- 4. Dynamic Programming
- 5. Monte Carlo Methods
- 6. Temporal-Difference Learning
- III. A Unified View
- 7. Eligibility Traces
- 8. Generalization and Function Approximation
- 9. Planning and Learning
- 10. Dimensions of Reinforcement Learning
- 11. Case Studies
- References
- Summary of Notation
- Index.