Reinforcement Learning for Business

Teaching notes, modules, tutorials etc. for the 'Reinforcement Learning for Business' course.

The course notes are automatically generated using GitHub Actions when push to GitHub and can be seen at https://bss-osca.github.io/rl/. They are stored in the branch gh-pages.

Folders:

• book Files for the teaching nodes. Files related to modules are named <module number>\_<desc>.Rmd. Teaching notes can be seen at https://bss-osca.github.io/rl/. The course notes are automatically generated using GitHub Actions when push to GitHub.
• book-backup-2023 Backup of the book folder for the 2023 five ECTS course. The book folder is currently used for the 2025 ten ECTS course.
• notebooks Jupyter notebooks for the course. Files related to modules are named <module number>\_<desc>.ipynb.
• renv Package project library using renv. Restore using renv::restore().
• student A clone of the repository https://github.com/bss-osca/rl-student with student resources. Changes are automatically pushed to the rl-student repo using GitHub Actions when push to GitHub. [currently not used]
• slides Course slides. Files related to modules are named <module number>\_<desc>-slides.Rmd. The slides can be seen at https://bss-osca.github.io/rl/slides/. The slides must be generated manually inside the slides folder and are automatically copied to the gh-pages branch using GitHub Actions when push to GitHub.