Playlist: 24 videos

Theory of Reinforcement Learning Boot Camp

1:14:24

Statistical Considerations in Reinforcement Learning (Part 1): Statistical Inference and Non-Regularity

Eric Laber (North Carolina State University)
https://simons.berkeley.edu/talks/tbd-184
Theory of Reinforcement Learning Boot Camp
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1:0:41

Statistical Considerations in Reinforcement Learning (Part 1): Statistical Inference and Non-Regularity

Eric Laber (North Carolina State University)
https://simons.berkeley.edu/talks/tbd-188
Theory of Reinforcement Learning Boot Camp
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1:8:14

Statistical Considerations in Reinforcement Learning (Part 2): Emerging Application Areas and Challenges

Eric Laber (North Carolina State University)
https://simons.berkeley.edu/talks/tbd-192
Theory of Reinforcement Learning Boot Camp
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1:2:43

Statistical Considerations in Reinforcement Learning (Part 2): Emerging Application Areas and Challenges

Eric Laber (North Carolina State University)
https://simons.berkeley.edu/talks/tbd-196
Theory of Reinforcement Learning Boot Camp
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0:54:56

Learning to Act from Observations

Ashley Edwards (Georgia Tech)
https://simons.berkeley.edu/talks/tbd-200
Theory of Reinforcement Learning Boot Camp
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0:56:2

Control Fundamentals

Sean Meyn (University of Florida)
https://simons.berkeley.edu/talks/tbd-185
Theory of Reinforcement Learning Boot Camp
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1:7:31

Every Optimization Problem Is a Quadratic Program: Applications to Dynamic Programming and Q-Learning

Sean Meyn (University of Florida)
https://simons.berkeley.edu/talks/tbd-189
Theory of Reinforcement Learning Boot Camp
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1:2:36

Basics of Algorithm Design and Analysis

Sean Meyn (University of Florida)
https://simons.berkeley.edu/talks/tbd-193
Theory of Reinforcement Learning Boot Camp
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1:8:48

Recent Results on RL With Gradient Free Optimization

Sean Meyn (University of Florida)
https://simons.berkeley.edu/talks/tbd-197
Theory of Reinforcement Learning Boot Camp
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1:17:55

Gradient-Free Optimization With Applications to Power Systems

Andrey Bernstein (National Renewable Energy Laboratory)
https://simons.berkeley.edu/talks/tbd-201
Theory of Reinforcement Learning Boot Camp
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