{"product_id":"9781032124124-foundations-of-reinforcement-learning-wi","title":"Foundations of Reinforcement Learning with Applications in Finance","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003e\u003cp\u003eThis book demystifies Reinforcement Learning, and makes it a practically useful tool for those studying and working in applied areas, especially finance. This book seeks to overcome that barrier, and to introduce the foundations of RL in a way that balances depth of understanding with clear, minimally technical delivery.\u003c\/p\u003e\n\u003cbr\u003e\u003cp\u003e\u003cstrong\u003e\u003cem\u003eFoundations of Reinforcement Learning with Applications in Finance \u003c\/em\u003e\u003c\/strong\u003eaims to demystify Reinforcement Learning, and to make it a practically useful tool for those studying and working in applied areas — especially finance.\u003c\/p\u003e\n\u003cp\u003eReinforcement 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.\u003c\/p\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eFeatures\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eFocus on the foundational theory underpinning Reinforcement Learning and software design of the corresponding models and algorithms\u003c\/li\u003e\n\u003cli\u003eSuitable as a primary text for courses in Reinforcement Learning, but also as supplementary reading for applied\/financial mathematics, programming, and other related courses\u003c\/li\u003e\n\u003cli\u003eSuitable for a professional audience of quantitative analysts or data scientists\u003c\/li\u003e\n\u003cli\u003eBlends theory\/mathematics, programming\/algorithms and real-world financial nuances while always striving to maintain simplicity and to build intuitive understanding\u003c\/li\u003e\n\u003cli\u003e \u003cp\u003eTo access the code base for this book, please go to: https:\/\/github.com\/TikhonJelvis\/RL-book\u003c\/p\u003e \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":40656393207905,"sku":"9781032124124","price":121.17,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_28313731.jpg?v=1738218716","url":"https:\/\/www.rarewaves.com\/products\/9781032124124-foundations-of-reinforcement-learning-wi","provider":"Rarewaves.com","version":"1.0","type":"link"}