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Ezgi Korkmaz
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 10
Top Topics
Reinforcement Learning
Function Approximators
Markov Decision Process
Control Policies
Top Venues
CoRR
AAAI
ICML
UAI
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Publications
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Ezgi Korkmaz
A Survey Analyzing Generalization in Deep Reinforcement Learning.
CoRR
(2024)
Ezgi Korkmaz
Adversarial Robust Deep Reinforcement Learning Requires Redefining Robustness.
CoRR
(2023)
Ezgi Korkmaz
,
Jonah Brown-Cohen
Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions.
CoRR
(2023)
Ezgi Korkmaz
,
Jonah Brown-Cohen
Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions.
ICML
(2023)
Ezgi Korkmaz
Adversarial Robust Deep Reinforcement Learning Requires Redefining Robustness.
AAAI
(2023)
Ezgi Korkmaz
Deep Reinforcement Learning Policies Learn Shared Adversarial Features across MDPs.
AAAI
(2022)
Ezgi Korkmaz
Investigating vulnerabilities of deep neural policies.
UAI
(2021)
Ezgi Korkmaz
Inaccuracy of State-Action Value Function for Non-Optimal Actions in Adversarially Trained Deep Neural Policies.
CVPR Workshops
(2021)
Ezgi Korkmaz
Investigating Vulnerabilities of Deep Neural Policies.
CoRR
(2021)
Ezgi Korkmaz
Deep Reinforcement Learning Policies Learn Shared Adversarial Features Across MDPs.
CoRR
(2021)