Erhan Can Ozcan

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Function Approximation

Reinforcement Learning

Cutting Plane Method

Approximate Dynamic Programming

Top Venues

Trans. Mach. Learn. Res.

Eur. J. Oper. Res.

Publications

James Queeney, Erhan Can Ozcan, Ioannis Ch. Paschalidis, Christos G. Cassandras
Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees. Trans. Mach. Learn. Res. 2024 (2024)
Erhan Can Ozcan, Vittorio Giammarino, James Queeney, Ioannis Ch. Paschalidis
A Model-Based Approach for Improving Reinforcement Learning Efficiency Leveraging Expert Observations. CoRR (2024)
Erhan Can Ozcan, Berk Görgülü, Mustafa Gökçe Baydogan, Ioannis Ch. Paschalidis
Smooth Ranking SVM via Cutting-Plane Method. CoRR (2024)
Erhan Can Ozcan, Berk Görgülü, Mustafa Gökçe Baydogan
Column generation-based prototype learning for optimizing area under the receiver operating characteristic curve. Eur. J. Oper. Res. 314 (1) (2024)
James Queeney, Erhan Can Ozcan, Ioannis Ch. Paschalidis, Christos G. Cassandras
Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees. CoRR (2023)
Erhan Can Ozcan, Ioannis Ch. Paschalidis
A Stackelberg Game Approach to Control the Overall Load Consumption of a Residential Neighborhood. CDC (2023)