Reinforcement Learning for Finance: Solve Problems in Finance with CNN and RNN Using the TensorFlow Library

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2023

S. AhlawatReinforcement Learning for Financehttps://doi.org/10.1007/978-1-4842-8835-1_1

1. Overview

Samit Ahlawat¹  

(1)

Irvington, NJ, USA

 

Deep neural networks have transformed virtually every scientific human endeavor – from image recognition, medical imaging, robotics, and self-driving cars to space exploration. The extent of transformation heralded by neural networks is unrivaled in contemporary human history, judging by the range of new products that leverage neural networks. Smartphones, smartwatches, and digital assistants – to name a few – demonstrate the promise of neural networks and signal their emergence as a mainstream technology. The rapid development ...