✨Two single author papers accepted to ICLR 2026!✨
Truly excited to present these results at #ICLR2026 !
@iclr-conf.bsky.social #ICLR26 #DeepRL #ICLR #ReinforcementLearning
✨Two of my single author papers just got accepted to #ICLR2026 ! Truly excited! More news to come! @iclr-conf.bsky.social
If you are interested in reinforcement learning or reinforcement learning training of language models, this might spark your interest!
✨See my new paper on scaling, capacity and complexity of reinforcement learning published at #AAAI2026 ! @aaai.org
#AAAI #AAAI26 #ReinforcementLearning #DeepRL
✨Excited to present these results at #AAAI2026 !
📜It is a must read if you are interested in reinforcement learning 📜 @aaai.org
Paper: Principled Analysis of Deep Reinforcement Learning Evaluation and Design Paradigms
#ReinforcementLearning #AAAI #AAAI26 #DeepRL
Excited to present these results at #NeurIPS2025!
✨My new paper on core principles of reinforcement learning was accepted as a Spotlight presentation at @neuripsconf.bsky.social !✨
It is quite difficult to navigate through unresponsiveness in the discussion. Do you think the current batch of assignments, i.e. approximately 12 papers per AC, was a good step, or do you think it should be around 40 or 50 to ensure the comparisons are less noisy across ACs?
I opened this poll and I will share the results here as well:
#ICML #ICML2025
If you are interested in large language models see my paper below on how we can uncover the biases learned by these models.
Link: neurips2023-enlsp.github.io/papers/paper...
#ReinforcementLearning #FoundationModels #DeepRL #DeepReinforcementLearning #ResponsibleAI #AIBias #LLMs #LanguageModels
Gave a lecture on Hoeffding's Inequality recently at #LMUMunich! Nice to have a chance to talk about foundations. Find my slides below:
Link: ezgikorkmaz.github.io
#Statistics #Probability #LMU #MachineLearning
If you are interested in deep reinforcement learning, I will share this repo here:
Link: github.com/EzgiKorkmaz/...
#ReinforcementLearning #SafeAI #Adversarial #Robust #DeepRL #robustRL #LanguageModels #AdversarialRL #AISafety #ExplainableAI #TrustworthyAI #ResponsibleAI #DeepReinforcementLearning
A recent paper I wrote introduces foundational analysis on deep reinforcement learning decision making and representations learnt by it.
Link: proceedings.mlr.press/v235/korkmaz...
#ReinforcementLearning #ICLR2025 #ACL2025 #NAACL2025 #NeurIPS2024 #ICML2025 #DeepRL #DeepReinforcementLearning
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.
Link: arxiv.org/pdf/2401.023...
#ReinforcementLearning #ICLR2025 #ACL2025 #NAACL2025 #NeurIPS2024 #ICML2025 #DeepRL #DeepReinforcementLearning
The recent paper I wrote on deep reinforcement learning and generalization will appear #NeurIPS2024 @neuripsconf.bsky.social !
#ReinforcementLearning #DeepReinforcementLearning
If you are curious about deep reinforcement learning find the compact highlights of my recent papers in this new short piece:
#NeurIPS2024 @neuripsconf.bsky.social #NeurIPS24
#reinforcementlearning #AIsafety #AISecurity #ResponsibleAI #TrustworthyAI #RobustAI #DeepRL
bsky.app/profile/ezgi...
The paper on adversarial non-robustness is now online! This paper highlights what you should now about Robust Reinforcement Learning.
Adversarial Robust Deep Reinforcement Learning is Neither Robust Nor Safe
Link: openreview.net/pdf?id=EPa0u...
#NeurIPS2024
neuripsconf.bsky.social
#NeurIPS24
