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Byung-Jun Lee — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Byung-Jun Lee
17
papers ·
12
citations ·
9
h-index
Korea University · Korea University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Prior-Guided Diffusion Planning for Offline Reinforcement Learning
2025 · 8 citations
OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation
2021 · 4 citations
TABX: A High-Throughput Sandbox Battle Simulator for Multi-Agent Reinforcement Learning
2026
Direct Soft-Policy Sampling via Langevin Dynamics
2026
Actor-Critic without Actor
2025
Offline Reinforcement Learning with Penalized Action Noise Injection
2025
FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning
2025
Semi-gradient DICE for Offline Constrained Reinforcement Learning
2025
ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning
2024
Diffusion-Based Offline RL for Improved Decision-Making in Augmented ARC Task
2024
DIAR: Diffusion-model-guided Implicit Q-learning with Adaptive Revaluation
2024
VPO: Leveraging the Number of Votes in Preference Optimization
2024
Top co-authors
Jaehyun Park
· 2
Jae Hyeon Cho
· 1
Kee-Eung Kim
· 1
Wonseok Jeon
· 1
Topics
Offline RL
Model-Based RL
cs.LG
Policy Gradient
Value-Based
cs.AI
cs.MA
Exploration
Multi-Agent
Safe RL