Ju-Seung Byun

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Reinforcement Learning

Diffusion Models

Complex Domains

Top Venues

Publications

Ju-Seung Byun, Andrew Perrault
Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales. CoRR (2024)
Jingyi Chen, Ju-Seung Byun, Micha Elsner, Andrew Perrault
Reinforcement Learning for Fine-tuning Text-to-speech Diffusion Models. CoRR (2024)
Ju-Seung Byun, Jiyun Chun, Jihyung Kil, Andrew Perrault
ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback. CoRR (2024)
Ju-Seung Byun, Andrew Perrault
Normality-Guided Distributional Reinforcement Learning for Continuous Control. CoRR (2022)
Ju-Seung Byun, Andrew Perrault
Training Transition Policies via Distribution Matching for Complex Tasks. ICLR (2022)
Ju-Seung Byun, Andrew Perrault
Training Transition Policies via Distribution Matching for Complex Tasks. CoRR (2021)
Ju-Seung Byun, Byungmoon Kim, Huamin Wang
Proximal Policy Gradient: PPO with Policy Gradient. CoRR (2020)