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Foundations of Reinforcement Learning with Applications in Finance

Foundations of Reinforcement Learning with Applications in Finance

Hardcover

Series: Chapman & Hall/CRC Mathematics and Artificial Intelligence

Investing & FinanceGeneral ComputersGeneral Mathematics

ISBN10: 1032124121
ISBN13: 9781032124124
Publisher: CRC Press
Published: Dec 16 2022
Pages: 500
Weight: 2.46
Height: 1.13 Width: 7.00 Depth: 10.00
Language: English

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.

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