Statistical Reinforcement Learning : Modern Machine Learning Approaches (Record no. 6420)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01104nam a22001697a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250624095344.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250624b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781032708119 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | SUG |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Sugiyama, Masashi |
| 245 ## - TITLE STATEMENT | |
| Title | Statistical Reinforcement Learning : Modern Machine Learning Approaches |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | New York |
| Name of publisher, distributor, etc. | CRC Press |
| Date of publication, distribution, etc. | 2024 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Page No. | xiv, 192p. |
| Dimensions | 23 x 15 cm |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | I. Introduction<br/><br/>1. Introduction to Reinforcement Learning<br/><br/>II. Model-Free Policy Iteration<br/><br/>2. Policy Iteration with Value Function Approximation<br/><br/>3. Basis Design for Value Function Approximation<br/><br/>4. Sample Reuse in Policy Iteration<br/><br/>5. Active Learning in Policy Iteration<br/><br/>6. Robust Policy Iteration<br/><br/>III. Model-Free Policy Search<br/><br/>7. Direct Policy Search by Gradient Ascent<br/><br/>8. Direct Policy Search by Expectation-Maximization<br/><br/>9. Policy-Prior Search<br/><br/>IV. Model-Based Reinforcement Learning<br/><br/>10. Transition Model Estimation<br/><br/>Dimensionality Reduction for Transition Model Estimation |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Reference |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Currency | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Bill Date | Koha item type | Bill Number |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | DS (Data Science) | Raj Kumar Goel Institute of Technology | Raj Kumar Goel Institute of Technology | 14/06/2025 | ₹ | 795.00 | 006.31 SUG | 96314 | 24/06/2025 | 14/06/2025 | Reference | CRB/90 | |||||
| Dewey Decimal Classification | DS (Data Science) | Raj Kumar Goel Institute of Technology | Raj Kumar Goel Institute of Technology | 14/06/2025 | ₹ | 795.00 | 006.31 SUG | 96315 | 24/06/2025 | 14/06/2025 | Reference | CRB/90 |