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Ju-Seung Byun — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ju-Seung Byun
6
papers ·
3
citations ·
1
h-index
The Ohio State University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Proximal Policy Gradient: PPO with Policy Gradient
2020 · 3 citations
Training Transition Policies via Distribution Matching for Complex Tasks
2021
Normality-Guided Distributional Reinforcement Learning for Continuous Control
2022
DLPO: Diffusion Model Loss-Guided Reinforcement Learning for Fine-Tuning Text-to-Speech Diffusion Models
2024
Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales
2024
ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback
2024
Top co-authors
Andrew Perrault
· 5
Byungmoon Kim
· 1
Huamin Wang
· 1
Jihyung Kil
· 1
Jingyi Chen
· 1
Jiyun Chun
· 1
Micha Elsner
· 1
Topics
Policy Gradient
Model-Based RL
RLHF & Alignment
Value-Based
Meta-RL
Game AI