Can I read Foundations of Reinforcement Learning with Applications in Finance on EtoBox?

Foundations of Reinforcement Learning with Applications in Finance by Rao, Ashwin & Jelvis, Tikhon is a book available to read on EtoBox.

What is Foundations of Reinforcement Learning with Applications in Finance about?

Foundations of Reinforcement Learning with Applications in Finance aims to demystify Reinforcement Learning, and to make it a practically useful tool for those studying and working in applied areas — especially finance. Reinforcement Learning is emerging as a powerful technique for solving a variety of complex problems across industries that involve Sequential Optimal Decisioning under Uncertainty. Its penetration in high-profile problems like self-driving cars, robotics, and strategy games points to a future where Reinforcement Learning algorithms will have decisioning abilities far superior to humans. But when it comes getting educated in this area, there seems to be a reluctance to jump right in, because Reinforcement Learning appears to have acquired a reputation for being mysterious and technically challenging. This book strives to impart a lucid and insightful understanding of the topic by emphasizing the foundational mathematics and implementing models and algorithms in well-designed Python code, along with robust coverage of several financial trading problems that can be solved with Reinforcement Learning. This book has been created after years of iterative experimentation

Author

Rao, Ashwin & Jelvis, Tikhon

Publisher

CRC Press

Published

2022

Language

EN