/drl-taxonomy

Taxonomy of Real Faults in Deep Reinforcement Learning

Taxonomy of Real Faults in Deep Reinforcement Learning

We provide the replication package for our study on taxonomy of real faults in Deep Reinforcement Learning (DRL) projects.

Survey

We provide the survey form in order to evaluate our proposed taxonomy. DQN_bugs_survey.pdf shows the survey form, its questions and other information regarding the survey. participants_responses.csv contains the responses of all users who participated in this survey.

ManualLabelling

You will find the details of manual labelling in results.xlsx and Results_R.xlsx.