Ju-Seung Byun
3 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Research topics
Keywords
reinforcement learning
(2)
chain-of-thought reasoning
(1)
multimodal learning
(1)
hierarchical reinforcement learning
(1)
distribution matching
(1)
large multimodal model
(1)
reward model
(1)
supervised fine-tuning
(1)
cross-entropy loss
(1)
ai feedback
(1)
deep q-learning
(1)
sentence-level reward
(1)
alternating reinforcement learning
(1)
adversarial inverse reinforcement learning
(1)
reverse cross-entropy
(1)
transition policy
(1)
sa2c
(1)
symmetric rl loss
(1)
Papers
Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales
ICML 2025
ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback
EMNLP 2024
Training Transition Policies via Distribution Matching for Complex Tasks
ICLR 2022