Keras Reinforcement Learning Projects
Keras Reinforcement Learning Projects book teaches you essential concept, techniques and, models of reinforcement learning using best real-world demonstrations. You will explore popular algorithms such as Markov decision process, Monte Carlo, Q-learning making you equipped with complex statistics in various projects with the help of Keras
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Difficulty Level
Intermediate
Completion Time
9h36m
Language
English
About Book
Who Is This Book For?
Keras Reinforcement Learning Projects is for you if you are data scientist, machine learning developer, or AI engineer who wants to understand the fundamentals of reinforcement learning by developing practical projects. Sound knowledge of machine learning and basic familiarity with Keras is useful to get the most out of this book
Keras Reinforcement Learning Projects
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 9h36m total length
Overview of Keras Reinforcement Learning
Simulating random walks
Optimal Portfolio Selection
Forecasting stock market prices
Delivery Vehicle Routing Application
Prediction and Betting Evaluations of coin flips using Markov decision processes
Build an optimized vending machine using Dynamic Programming
Robot control system using Deep Reinforcement Learning
Handwritten Digit Recognizer
Playing the board game Go
What is next?
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