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课程目录
学员 1、01 - Welcome To The Course
01:32学员 2、02 - About The Author
01:07学员 3、03 - Losing The Battle, But Winning The War
03:01学员 4、04 - Checkers, AlphaGo, And Super Mario Brothers
04:19学员 5、05 - Learning Over Time With Markov Decision Processes
06:32学员 6、06 - What Is The Present Value Of Winning
04:42学员 7、07 - How To Write Code To Make Decisions In The Short Term
00:00学员 8、08 - How To Make Decisions That Yield Better Long Term Results
00:00学员 9、09 - How To Make Good Decisions In The Short And Long Term
08:11学员 10、10 - Dynamic Optimization Of Decisions Using The Bellman Equations
00:00学员 11、11 - Rethinking What We Want To Optimize For And Optimizing For Quality
06:13学员 12、12 - Example - The Data We Will Use
00:00学员 13、13 - Example - Trading Stocks In Python
11:31学员 14、14 - Example - Using Q-Learning To Trade Stocks
14:27学员 15、15 - Example - Evaluation Of Portfolios
01:50学员 16、16 - Extending Q-Learning By Using Dyna-Q
04:54学员 17、17 - Section Wrap Up
01:37学员 18、18 - Wrap Up And Thank You
00:00