Policy: evaluation & improvement

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From the course by National Research University Higher School of Economics
Practical Reinforcement Learning
75 ratings
National Research University Higher School of Economics
75 ratings
Course 4 of 7 in the Specialization Advanced Machine Learning
From the lesson
At the heart of RL: Dynamic Programming
This week we'll consider the reinforcement learning formalisms in a more rigorous, mathematical way. You'll learn how to effectively compute the return your agent gets for a particular action - and how to pick best actions based on that return.

Meet the Instructors

  • Pavel Shvechikov
    Pavel Shvechikov
    Researcher at HSE and Sberbank AI Lab
    HSE Faculty of Computer Science
  • Alexander Panin
    Alexander Panin
    Lecturer
    HSE Faculty of Computer Science

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