RL 2023

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Lecturers and Seminarists

Lecturer Alexey Naumov [anaumov@hse.ru] T924
Seminarist Ilya Levin [tg: @levensons] T926

About the course

This page contains materials for Mathematical Foundations of Reinforcement learning course in 2022/2023 year, optional one for 2nd year Master students of the Math of Machine Learning program (HSE and Skoltech).

Grading

The final grade consists of 2 components (each is non-negative real number from 0 to 10, without any intermediate rounding) :

  • OHW for the hometasks
  • OProject for the course project

The formula for the final grade is

  • OFinal = 0.6*OHW + 0.4*OProject

with the usual (arithmetical) rounding rule.

Course materials

Recommended literature

Homeworks

Projects