Ashwin Rao - Böcker

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 on the pedagogy of these topics while being taught to university students as well as industry practitioners.Features Focus on the foundational theory underpinning Reinforcement Learning and software design of the corresponding models and algorithmsSuitable as a primary text for courses in Reinforcement Learning, but also as supplementary reading for applied/financial mathematics, programming, and other related coursesSuitable for a professional audience of quantitative analysts or data scientistsBlends theory/mathematics, programming/algorithms and real-world financial nuances while always striving to maintain simplicity and to build intuitive understandingTo access the code base for this book, please go to: https://github.com/TikhonJelvis/RL-book

This clinical guide, featuring a wealth of high-quality photographs, will help pediatric dentists, pediatric dentistry residents and general dental practitioners treating children, acquire a clear understanding of contemporary treatment protocols for primary and young permanent teeth while serving as a guide to integrate these procedures into their private or institutional practice. The background to the book is the emergence in recent years of important paradigm shifts in treatment concepts. It is now recognized that clinicians must distinguish between “caries management” and “carious lesion management” when treating children. Moreover, regenerative endodontic procedures have changed the way in which the immature permanent tooth is treated. The authors present the full range of current treatment techniques step-by-step, with all the necessary detailed photographic documentation and succinct supporting text. It will be an asset for dentists worldwide.

This book is a comprehensive guide for dentists on the practical use of midazolam in Pediatric Dentistry.

This book is a comprehensive guide for dentists on the practical use of midazolam in Pediatric Dentistry.