Reinforcement Learning for Finance

Name: Reinforcement Learning for Finance
Brand: APress
SKU: 9781484288344
Price: 638 CZK
Availability: InStock

Solve Problems in Finance with CNN and RNN Using the TensorFlow Library

Autor: Samit Ahlawat

Jazyk:

Vazba: Brožovaná

Vydavatel: APress

Dostupnost: Skladem u dodavatele

Odesíláme za 14-21 dnů

638 Kč

This book introduces reinforcement learning with mathematical theory and practical examples from qua...

Informace o knize

Autor

Samit Ahlawat

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2022

Stránek

134

EAN

9781484288344

Enbook ID

41424736

Vydavatel

APress

Hmotnost

663

Rozměry

155 x 235 x 24

Kompletní popis

This book introduces reinforcement learning with mathematical theory and practical examples from quantitative finance using the TensorFlow library. Reinforcement Learning for Finance begins by describing methods for training neural networks. Next, it discusses CNN and RNN - two kinds of neural networks used as deep learning networks in reinforcement learning. Further, the book dives into reinforcement learning theory, explaining the Markov decision process, value function, policy, and policy gradients, with their mathematical formulations and learning algorithms. It covers recent reinforcement learning algorithms from double deep-Q networks to twin-delayed deep deterministic policy gradient and generative adversarial networks with examples using the TensorFlow Python library. It also serves as a quick hands-on guide to TensorFlow programming, covering concepts ranging from variables and graphs to automatic differentiation, layers, models, and loss functions.After completing this book, you will understand reinforcement learning with deep q and generative adversarial networks using the TensorFlow library. What You Will Learn Understand the fundamentals of reinforcement learning Apply reinforcement learning programming techniques to solve Quantitative-finance problems Gain insight into convolutional neural networks and recurrent neural networks Understand the Markov decision process Who This Book Is ForData Scientists, Machine Learning engineers and Python programmers who want to apply reinforcement learning to solve problems.

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Reinforcement Learning for Finance

Solve Problems in Finance with CNN and RNN Using the TensorFlow Library

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také