{"product_id":"practical-deep-reinforcement-learning-with-python","title":"Practical Deep Reinforcement Learning With Python","description":"\u003cb\u003eIntroducing Practical Smart Agents Development Using Python, Pytorch, And Tensorflow\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e \u003cb\u003eDescription\u003c\/b\u003e\u003cbr\u003e Reinforcement Learning Is A Fascinating Branch Of Ai That Differs From Standard Machine Learning In Several Ways. Adaptation And Learning In An Unpredictable Environment Is The Part Of This Project. There Are Numerous Real-World Applications For Reinforcement Learning These Days, Including Medical, Gambling, Human Imitation Activity, And Robotics.\u003cbr\u003e\u003cbr\u003e This Book Introduces Readers To Reinforcement Learning From A Pragmatic Point Of View. The Book Does Involve Mathematics, But It Does Not Attempt To Overburden The Reader, Who Is A Beginner In The Field Of Reinforcement Learning.\u003cbr\u003e\u003cbr\u003e The Book Brings A Lot Of Innovative Methods To The ReaderS Attention In Much Practical Learning, Including Monte-Carlo, Deep Q-Learning, Policy Gradient, And Actor-Critical Methods. While You Understand These Techniques In Detail, The Book Also Provides A Real Implementation Of These Methods And Techniques Using The Power Of Tensorflow And Pytorch. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003cbr\u003e Familiarize Yourself With The Fundamentals Of Reinforcement Learning And Deep Reinforcement Learning.\u003cbr\u003e Make Use Of Python And Gym Framework To Model An External Environment.\u003cbr\u003e Apply Classical Q-Learning, Monte Carlo, Policy Gradient, And Thompson Sampling Techniques. Explore Tensorflow And Pytorch To Practice The Fundamentals Of Deep Reinforcement Learning.\u003cbr\u003e Design A Smart Agent For A Particular Problem Using A Specific Technique. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cbr\u003e This Book Is For Machine Learning Engineers, Deep Learning Fanatics, Ai Software Developers, Data Scientists, And Other Data Professionals Eager To Learn And Apply Reinforcement Learning To Ongoing Projects. No Specialized Knowledge Of Machine Learning Is Necessary; However, Proficiency In Python Is Desired.","brand":"BPB Publications","offers":[{"title":"Default Title","offer_id":45878895116486,"sku":"DADAX9355512058","price":13.41,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0695\/9389\/1014\/files\/814beJYzAoL.jpg?v=1779701049","url":"https:\/\/ergodemedia.com\/products\/practical-deep-reinforcement-learning-with-python","provider":"Ergodemedia","version":"1.0","type":"link"}