IA318 -- Reinforcement Learning

Telecom ParisTech (2020 - 2021)

I am teaching three classes in the Reinforcement Learning module at Telecom Paristech (also in the Data AI masters with Polytechnique) directed by Prof. Thomas Bonald.

  • Introduction to Multi-Armed Bandits

  • Contextual Linear Bandits

  • Monte Carlo Tree Search and introduction to planning

This year I taught online as everyone these days... and I experimented with handwritten notes using GoodNotes on iPad. The "clean" versions of the notes are below.

Multi-armed Bandits.pdf
Linear Bandits 2021.pdf
mcts.pdf