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Seungyub Han — most-cited papers & profile · Reinforcement Learning
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overview
Seungyub Han
6
papers ·
1
citations
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Most-cited papers
Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion
2023 · 1 citations
Lyapunov-Guided Self-Alignment: Test-Time Adaptation for Offline Safe Reinforcement Learning
2026
Policy-labeled Preference Learning: Is Preference Enough for RLHF?
2025
Bellman Unbiasedness: Toward Provably Efficient Distributional Reinforcement Learning with General Value Function Approximation
2024
SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning
2024
Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees
2024
Top co-authors
Jungwoo Lee
· 5
Taehyun Cho
· 5
Kyungjae Lee
· 4
Dohyeong Kim
· 3
Seokhun Ju
· 2
Dohyeok Lee
· 1
Heesoo Lee
· 1
Hojun Chung
· 1
Hyungjin Kim
· 1
Songhwai Oh
· 1
Topics
Value-Based
Offline RL
Policy Gradient
cs.LG
cs.AI
RLHF & Alignment
Model-Based RL
Exploration
Game AI
Safe RL