Erfan (Er+Fun) Miahi

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

Selected Publications

(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
Paper

Genetic Neural Architecture Search for automatic assessment of human sperm images
Erfan Miahi, Seyed Abolghasem Mirroshandel, Alexis Nasr
Expert Systems and Applications
Paper

Effect of deep transfer and multi-task learning on sperm abnormality detection
Amir Abbasi*, Erfan Miahi*, Seyed Abolghasem Mirroshandel
Computers in Biology and Medicine
Paper/Code

Scalable Transfer Evolutionary Optimization: Coping with Big Task Instances
Mojtaba Shakeri, Erfan Miahi, Abhishek Gupta, Yew-Soon Ong
IEEE Transactions on Cybernetics Journal
Paper/Code