A Compilation of Papers on Experimental Rigour in Machine Learning


In the following list, is a compilaton of papers on scientific methoodology and best practices in Machine Learning with a special focus on Reinforcement Learning sometimes. The intention is to create a strong starting point for folks who are interested in ensuring rigour in their experiments. The list was compiled with help from amazing folks in the RLAI lab.

The list


Lastly, if you have paper suggestions that we could add to this list, send me an email or open an issue in my website’s github repo.

Esra'a Saleh
Esra'a Saleh
MSc. Student