I'm currently a M.Sc. student at RLAI lab, working under the co-supervision of Martha White and Marlos C. Machado.
At the moment, I spend most of my time working on characterizing and understanding the generalization capability of representations that are learned by deep reinforcement learning algorithms.
I spend rest of my time working on understanding and improving exploration in reinforcement learning.
Email: miahi at ualberta dot ca
(New) Investigating the Properties of Neural Network Representations in Reinforcement Learning
Han Wang, Erfan Miahi, Martha White, Marlos C Machado, Zaheer Abbas, Raksha Kumaraswamy, Vincent Liu, Adam White
Pre-print on arXiv
Genetic Neural Architecture Search for automatic assessment of human sperm images
Erfan Miahi, Seyed Abolghasem Mirroshandel, Alexis Nasr
Expert Systems and Applications