Audrey Lewis - Generating Process Discovery Workflows from Model-Free Reinforcement Learning Agents

Audrey Lewis: "Generating process discovery workflows from model-free reinforcement learning agents"

This project uses the existing business intelligence technique of process mining to extract meaningful information from logs generated as model-free AIs played different games to attempt to intrinsically analyse their decision making process.

Audrey has recently graduated from the University of Melbourne with her Master's in IT, and this project serves as the summarisation of her research project during her time there.

Recorded at the Melbourne Machine Learning and AI Meetup in October 2022
http://mlai.melbourne/

(Note: A hardware issue caused the sound to drop out for a few seconds at 0:17-0:21, and at a few points in question time. Apologies!)

Видео Audrey Lewis - Generating Process Discovery Workflows from Model-Free Reinforcement Learning Agents канала Machine Learning and AI Meetup