Deep Reinforcement Learning Hands-On : (Record no. 613739)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01183nam a2200157 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781788834247 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | NUST |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31,LAP |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Lapan, Maxim |
| 9 (RLIN) | 52053 |
| 245 ## - TITLE STATEMENT | |
| Title | Deep Reinforcement Learning Hands-On : |
| Remainder of title | Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more / |
| Statement of responsibility, etc. | Maxim Lapan |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | UK |
| Name of publisher, distributor, etc. | Packt |
| Date of publication, distribution, etc. | 2018 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xvi,523 Pages.; |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | What is Reinforcement Learning? (Page-1), OpenAI Gym (Page-25), Deep Learning with PyTorch (Page-49), The Cross-Entropy Method (Page-77), Tabular Learning and the Bellman Equation (Page-99), Deep Q-Networks(Page-119), DQN Extensions (Page-155), Stocks Trading Using RL (Page-217), Policy Gradients – An Alternative (Page-241), The Actor-Critic Method (Page-263), Asynchronous Advantage Actor-Critic (Page-283), Chatbots Training with RL (Page-303), Web Navigation (Page-351), Continuous Action Space (Page-399), Trust Regions – TRPO, PPO, and ACKTR (Page-427), Black-Box Optimization in RL (Page-443), Beyond Model-Free – Imagination (Page-467), AlphaGo Zero (Page-491). |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Deep Learning |
| 9 (RLIN) | 120211 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | Book |
| Call number prefix | 006.31,LAP |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Permanent Location | Current Location | Shelving location | Date acquired | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Public note |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Military College of Signals (MCS) | Military College of Signals (MCS) | Reference | 05/15/2025 | 006.31,LAP | MCS38904 | 05/15/2025 | 05/15/2025 | Reference | Almirah Fresh No.43, Shelf No.1 |