Lesson 1

Reinforcement Learning
Course
Study machine learning at a deeper level and become a participant in the reinforcement learning research community.
Study machine learning at a deeper level and become a participant in the reinforcement learning research community.
Last Updated March 7, 2022
No experience required
Course Lessons
Lesson 2
1. Smoov & Curly's Bogus Journey
Lesson 3
2. Reinforcement Learning Basics
Lesson 4
3. TD and Friends
Lesson 5
4. Convergence
Lesson 6
5. AAA
Lesson 7
6. Messing with Rewards
Lesson 8
7. Exploring Exploration
Lesson 9
8. Generalization
Lesson 10
9. Partially Observable MDPs
Lesson 11
10. Options
Lesson 12
11A. Game Theory
Lesson 13
11B. Game Theory Reloaded
Lesson 14
11C. Game Theory Revolutions
Lesson 15
12. CCC
Lesson 16
Outroduction to Reinforcement Learning
Lesson 17
Homeworks - OBSOLETE
Taught By The Best

Charles Isbell
Instructor

Michael Littman
Instructor

Chris Pryby
Instructor
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