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Machine Learning
Reinforcement Learning Course
Reinforcement Learning Course
Curriculum
6 Sections
6 Lessons
2 Days
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Module 1
1
2.1
Reinforcement Learning – module 1
Module 2
1
3.1
Reinforcement Learning – module 2
Module 3
1
4.1
Reinforcement Learning – module 3
Module 4
1
5.1
Reinforcement Learning – module 4
Module 5
1
6.1
Reinforcement Learning – module 5
Module 6
1
7.1
Reinforcement Learning – module 6
Reinforcement Learning – module 5
Module 5: Monte Carlo for Prediction and Control
What is Monte Carlo?
Prediction
Action Values
Blackjack example
Epsilon-soft policies
Off-policy learning
Hands-on Lab:
Implement the off-policy learning methods and compare them with the single policy ones for a grid world game
Understand Markov Decision Processes by creating a classifier for thrash random writing
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