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Ezgi Korkmaz

ezgikorkmaz

EzgiKorkmazAI

AI & ML interests

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

Recent Activity

posted an update 17 days ago

I will be giving a tutorial at AAAI 2025! Quite excited to share the recent advancements in the field and my contributions to it! Stay tuned for more updates. Link: https://x.com/EzgiKorkmazAI/status/1854525141897671111

posted an update 25 days ago

I wrote a recent survey about deep reinforcement learning. The paper is a compact guide to understand some of the key concepts in reinforcement learning. Find the paper below: Paper: https://arxiv.org/pdf/2401.02349v2 Twitter: https://x.com/EzgiKorkmazAI/status/1851934161138798615

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ezgikorkmaz's activity

posted an update 17 days ago

Post

2488

I will be giving a tutorial at AAAI 2025! Quite excited to share the recent advancements in the field and my contributions to it!

Stay tuned for more updates.
Link: https://x.com/EzgiKorkmazAI/status/1854525141897671111

posted an update 25 days ago

Post

2066

I wrote a recent survey about deep reinforcement learning. The paper is a compact guide to understand some of the key concepts in reinforcement learning. Find the paper below:

Paper: https://arxiv.org/pdf/2401.02349v2
Twitter: https://x.com/EzgiKorkmazAI/status/1851934161138798615

Reacted to their post with 🚀 2 months ago

Post

1959

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 2 months ago

Post

1959

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 3 months ago

Post

1270

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 5 months ago

Post

1309

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

upvoted a paper 5 months ago

Understanding and Diagnosing Deep Reinforcement Learning

Paper • 2406.16979 • Published Jun 23 • 9

commented a paper 5 months ago

Understanding and Diagnosing Deep Reinforcement Learning

Paper • 2406.16979 • Published Jun 23 • 9 •