1、01 - Welcome To The Course

学员 2、02 - About The Author

学员 3、03 - Losing The Battle, But Winning The War

学员 4、04 - Checkers, AlphaGo, And Super Mario Brothers

学员 5、05 - Learning Over Time With Markov Decision Processes

学员 6、06 - What Is The Present Value Of Winning

学员 7、07 - How To Write Code To Make Decisions In The Short Term

学员 8、08 - How To Make Decisions That Yield Better Long Term Results

学员 9、09 - How To Make Good Decisions In The Short And Long Term

学员 10、10 - Dynamic Optimization Of Decisions Using The Bellman Equations

学员 11、11 - Rethinking What We Want To Optimize For And Optimizing For Quality

学员 12、12 - Example - The Data We Will Use

学员 13、13 - Example - Trading Stocks In Python

学员 14、14 - Example - Using Q-Learning To Trade Stocks

学员 15、15 - Example - Evaluation Of Portfolios

学员 16、16 - Extending Q-Learning By Using Dyna-Q

学员 17、17 - Section Wrap Up

学员 18、18 - Wrap Up And Thank You