Sertan Girgin
11 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (7) π Interdisciplinary Bridge π Cross-Pollinator (10) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (24)
π
Conference Polyglot
(5)
π
Triple Crown
π₯
Mega-Team
(20)
π₯
Unstoppable
(5)
π
Century Club
(11)
β
The Questioner
(2)
Conferences
ICML (5)
ICLR (3)
ACL (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(3)
continuous control
(3)
imitation learning
(3)
policy learning
(2)
query reformulation
(1)
reward function
(1)
online mirror descent
(1)
hyperparameter tuning
(1)
latent space
(1)
expert demonstration
(1)
adversarial imitation learning
(1)
discrete action
(1)
textual entailment
(1)
reference-free evaluation
(1)
mean field game
(1)
model-free learning
(1)
human demonstration
(1)
fictitious play
(1)
neural retrieval
(1)
abstractive summarization
(1)
Papers
Diversity-Rewarded CFG Distillation
ICLR 2025
BOND: Aligning LLMs with Best-of-N Distillation
ICLR 2025
Nash Learning from Human Feedback
ICML 2024
MusicRL: Aligning Music Generation to Human Preferences
ICML 2024
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback
ACL 2023
Continuous Control with Action Quantization from Demonstrations
ICML 2022
Decoding a Neural Retrieverβs Latent Space for Query Suggestion
EMNLP 2022
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games
ICML 2022
What Matters for On-Policy Deep Actor-Critic Methods? A Large-Scale Study
ICLR 2021
Hyperparameter Selection for Imitation Learning
ICML 2021
What Matters for Adversarial Imitation Learning?
NIPS 2021