/decision-theory

Code and written solutions for the Stochastic Decision Theory (2MMS50) course at TU/e.

Primary LanguageJupyter Notebook

Stochastic Decision Theory

This repository contains source code and files related to the following assignments of the 2022 edition of the Stochastic Decision Theory (2MMS50) course at Eindhoven University of Technology:

  • 1 Markov Decision Processes
  • 2 Multi-Armed Bandits
  • 3 Reinforcement Learning with Atari games
  • 4 Stochastic Programming

Furthermore, the assistant folder contains the assignment on MDPs for the 2023 edition of the course that I designed and graded as student assistant.