Reinforcement Learning : An Introduction /
Wedi'i Gadw mewn:
| Prif Awdur: | |
|---|---|
| Awduron Eraill: | |
| Fformat: | Electronig eLyfr |
| Iaith: | Saesneg |
| Cyhoeddwyd: |
Cambridge, Mass. :
MIT Press,
1998.
|
| Cyfres: | Book collections on Project MUSE.
|
| Pynciau: | |
| Mynediad Ar-lein: | Full text available: |
| Tagiau: |
Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!
|
Tabl Cynhwysion:
- 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.