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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

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
9h36m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 9h36m total length

1. Overview of Keras Reinforcement Learning
2. Simulating random walks
3. Optimal Portfolio Selection
4. Forecasting stock market prices
5. Delivery Vehicle Routing Application
6. Prediction and Betting Evaluations of coin flips using Markov decision processes
7. Build an optimized vending machine using Dynamic Programming
8. Robot control system using Deep Reinforcement Learning
9. Handwritten Digit Recognizer
10. Playing the board game Go  
11. What is next?

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