Inaccuracy of State-Action Value Function for Non-Optimal Actions in Adversarially Trained Deep Neural Policies. - Ezgi Korkmaz (CVPR Workshops, 2021)

Investigating vulnerabilities of deep neural policies. - Ezgi Korkmaz (UAI, 2021)

Deep Reinforcement Learning Policies Learn Shared Adversarial Features across MDPs. - Ezgi Korkmaz (AAAI, 2022)

Adversarial Robust Deep Reinforcement Learning Requires Redefining Robustness. - Ezgi Korkmaz (AAAI, 2023)

Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions. - Ezgi Korkmaz; Jonah Brown-Cohen (ICML, 2023)

Understanding and Diagnosing Deep Reinforcement Learning. - Ezgi Korkmaz (ICML, 2024)

A Survey Analyzing Generalization in Deep Reinforcement Learning. - Ezgi Korkmaz (CoRR, 2024)