Reinforcement Learning Approaches in Penetration Testing

Project to see if reinforcement learning (machine learning) can be used to automate penetration testing. I am looking for

1. implementation of reinforcement learning
2. check if it can help to automate penetration testing.
3. report (approximately 10,000 words)

The whole implementation can be done on virtual machines/cloud using a free NAS architecture/environment or any of your choice.
Time: 1-4 weeks.