Cargando…
Pytorch 1.x reinforcement learning cookbook;over 60 recipes to design, develop, and deploy self-learning ai models using python
This book presents practical solutions to the most common reinforcement learning problems. The recipes in this book will help you understand the fundamental concepts to develop popular RL algorithms. You will gain practical experience in the RL domain using the modern offerings of the PyTorch 1.x li...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
[Place of publication not identified]
PACKT Publishing,
2019.
|
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
| LEADER | 00000cam a2200000M 4500 | ||
|---|---|---|---|
| 001 | OR_on1126310113 | ||
| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
| 006 | m o d | ||
| 007 | cr ||||||||||| | ||
| 008 | 191107s2019 xx o 000 0 eng d | ||
| 040 | |a YDX |b eng |e pn |c YDX |d TEFOD |d EBLCP |d OCLCF |d OCLCQ |d UKAHL |d UMI |d OCLCQ |d N$T |d ESU |d VT2 |d BRF |d NLW |d OCLCO |d NZAUC |d OCLCQ | ||
| 019 | |a 1127212232 |a 1139751070 |a 1153011210 |a 1267406795 | ||
| 020 | |a 1838553231 |q (electronic bk.) | ||
| 020 | |a 9781838553234 |q (electronic bk.) | ||
| 020 | |z 9781838551964 | ||
| 020 | |a 1838551964 |q (Trade Paper) | ||
| 020 | |a 9781838551964 | ||
| 024 | 3 | |a 9781838551964 | |
| 029 | 1 | |a AU@ |b 000066529160 | |
| 029 | 1 | |a CHNEW |b 001074368 | |
| 029 | 1 | |a CHVBK |b 579471837 | |
| 035 | |a (OCoLC)1126310113 |z (OCoLC)1127212232 |z (OCoLC)1139751070 |z (OCoLC)1153011210 |z (OCoLC)1267406795 | ||
| 037 | |a 07514D42-45D7-4C16-ADA1-F38127250A82 |b OverDrive, Inc. |n http://www.overdrive.com | ||
| 050 | 4 | |a QA76.73.P98 | |
| 082 | 0 | 4 | |a 005.133 |2 23 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Liu, Yuxi (Hayden) | |
| 245 | 1 | 0 | |a Pytorch 1.x reinforcement learning cookbook;over 60 recipes to design, develop, and deploy self-learning ai models using python |
| 260 | |a [Place of publication not identified] |b PACKT Publishing, |c 2019. | ||
| 300 | |a 1 online resource | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 520 | |a This book presents practical solutions to the most common reinforcement learning problems. The recipes in this book will help you understand the fundamental concepts to develop popular RL algorithms. You will gain practical experience in the RL domain using the modern offerings of the PyTorch 1.x library. | ||
| 505 | 0 | |a PyTorch 1.x Reinforcement Learning Cookbook: over 60 recipes to design, develop, and deploy self-learning AI models using Python -- Contributors -- Table of Contents -- Preface -- 1. Getting Started with Reinforcement Learning and PyTorch -- 2. Markov Decision Processes and Dynamic Programming -- 3. Monte Carlo Methods for Making Numerical Estimations -- 4. Temporal Difference and Q-Learning -- 5. Solving Multi-armed Bandit Problems -- 6. Scaling Up Learning with Function Approximation -- 7. Deep Q-Networks in Action -- 8. Implementing Policy Gradients and Policy Optimization -- 9. Capstone Project -- Playing Flappy Bird with DQN -- Other Books You May Enjoy -- Index. | |
| 504 | |a Includes bibliographical references and index. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Python (Computer program language) | |
| 650 | 0 | |a Natural language processing (Computer science) | |
| 650 | 2 | |a Natural Language Processing | |
| 650 | 6 | |a Python (Langage de programmation) | |
| 650 | 6 | |a Traitement automatique des langues naturelles. | |
| 650 | 7 | |a Mathematical theory of computation. |2 bicssc | |
| 650 | 7 | |a Machine learning. |2 bicssc | |
| 650 | 7 | |a Neural networks & fuzzy systems. |2 bicssc | |
| 650 | 7 | |a Programming & scripting languages: general. |2 bicssc | |
| 650 | 7 | |a Computers |x Machine Theory. |2 bisacsh | |
| 650 | 7 | |a Computers |x Neural Networks. |2 bisacsh | |
| 650 | 7 | |a Computers |x Programming Languages |x Python. |2 bisacsh | |
| 650 | 7 | |a Natural language processing (Computer science) |2 fast |0 (OCoLC)fst01034365 | |
| 650 | 7 | |a Python (Computer program language) |2 fast |0 (OCoLC)fst01084736 | |
| 776 | 0 | 8 | |i Print version: |a Liu, Yuxi (Hayden). |t PyTorch 1. x Reinforcement Learning Cookbook : Over 60 Recipes to Design, Develop, and Deploy Self-Learning AI Models Using Python. |d Birmingham : Packt Publishing, Limited, ©2019 |z 9781838551964 |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781838551964/?ar |z Texto completo (Requiere registro previo con correo institucional) |
| 938 | |a Askews and Holts Library Services |b ASKH |n AH36843090 | ||
| 938 | |a ProQuest Ebook Central |b EBLB |n EBL5970664 | ||
| 938 | |a YBP Library Services |b YANK |n 300928890 | ||
| 938 | |a EBSCOhost |b EBSC |n 2285791 | ||
| 994 | |a 92 |b IZTAP | ||