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Ezgi Korkmaz

ezgikorkmaz

Machine Learning, Reinforcement Learning. Been at @UCL @GoogleDeepmind @UCBerkeley

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ezgikorkmaz's activity

posted an update about 4 hours ago

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136

If you are interested in deep reinforcement learning, find the repository below summarizing my recent survey:

Link: https://github.com/EzgiKorkmaz/generalization-reinforcement-learning

posted an update 4 days ago

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1843

If you are interested in adversarial machine learning and AI safety, find my curated reading list below:

GitHub: https://github.com/EzgiKorkmaz/adversarial-reinforcement-learning

posted an update about 1 month ago

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1255

If you are interested in deep reinforcement learning, find my recent survey below:

A Survey Analyzing Generalization in Deep Reinforcement Learning
Paper: https://arxiv.org/pdf/2401.02349
GitHub: https://github.com/EzgiKorkmaz/generalization-reinforcement-learning

posted an update 3 months ago

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1299

The paper is now available at ICML 2024. This paper introduces a foundational approach to analyze deep reinforcement learning decision making. Truly excited to share these results!

Paper: https://openreview.net/pdf?id=s9RKqT7jVM
HF: Understanding and Diagnosing Deep Reinforcement Learning (2406.16979)
Twitter: https://x.com/EzgiKorkmazAI/status/1798990328390996002