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Reinforcement Learning


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 1

Introduction to Reinforcement Learning

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

Photo of Charles Isbell

Charles Isbell


Photo of Michael Littman

Michael Littman


Photo of Chris Pryby

Chris Pryby


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Reinforcement Learning


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