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Introduction to Reinforcement Learning

This course provides an overview of reinforcement learning and its applications in areas like game playing, robotics, and autonomous systems. The course is designed for educated undergraduates with no prior knowledge of the subject.

10 Units

Unit 1

What is Reinforcement Learning?

Unit 2

The History of Reinforcement Learning

Unit 3

The Basics of Reinforcement Learning

Unit 4

Markov Decision Processes

Unit 5

Value Functions and Bellman Equations

Unit 6

Policy Optimization

Unit 7

Deep Reinforcement Learning

Unit 8

Applications of Reinforcement Learning in Robotics

Unit 9

Applications of Reinforcement Learning in Game Playing

Unit 10

Applications of Reinforcement Learning in Autonomous Systems

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