Fundamentals of Reinforcement Learning
Completed by Алексей Малышев
August 15, 2023
15 hours (approximately)
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What you will learn
Formalize problems as Markov Decision Processes
Understand basic exploration methods and the exploration / exploitation tradeoff
Understand value functions, as a general-purpose tool for optimal decision-making
Know how to implement dynamic programming as an efficient solution approach to an industrial control problem
Skills you will gain
- Category: Machine Learning
- Category: Reinforcement Learning
- Category: Algorithms
- Category: Machine Learning Algorithms
- Category: Markov Model
- Category: Artificial Intelligence