3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 3 cited
A Model-Based Approach for Improving Reinforcement Learning Efficiency Leveraging Expert Observations
Erhan Can Ozcan, Vittorio Giammarino, James Queeney +1
This paper investigates how to incorporate expert observations (without explicit information on expert actions) into a deep reinforcement learning setting to improve sample efficie…
cs.LG2024
Smooth Ranking SVM via Cutting-Plane Method
Erhan Can Ozcan, Berk Görgülü, Mustafa G. Baydogan +1
The most popular classification algorithms are designed to maximize classification accuracy during training. However, this strategy may fail in the presence of class imbalance sinc…