Seungyul Han
9 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) π£ Hot Topic Early Bird
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(19)
π₯
Unstoppable
(5)
Conferences
ICML (5)
NIPS (3)
AAAI (1)
Top co-authors
Keywords
reinforcement learning
(2)
sample efficiency
(1)
offline reinforcement learning
(1)
visual observation
(1)
imitation learning
(1)
policy optimization
(1)
domain generalization
(1)
domain adaptation
(1)
feature extraction
(1)
importance sampling
(1)
value function
(1)
policy iteration
(1)
partial observability
(1)
entropy regularization
(1)
replay buffer
(1)
proximal policy optimization
(1)
exploration strategy
(1)
cooperative multi-agent
(1)
soft actor-critic
(1)
behavioral cloning
(1)
Papers
Task-Aware Virtual Training: Enhancing Generalization in Meta-Reinforcement Learning for Out-of-Distribution Tasks
ICML 2025
Wolfpack Adversarial Attack for Robust Multi-Agent Reinforcement Learning
ICML 2025
Exclusively Penalized Q-learning for Offline Reinforcement Learning
NIPS 2024
FoX: Formation-Aware Exploration in Multi-Agent Reinforcement Learning
AAAI 2024
Domain Adaptive Imitation Learning with Visual Observation
NIPS 2023
Robust Imitation Learning against Variations in Environment Dynamics
ICML 2022
A Max-Min Entropy Framework for Reinforcement Learning
NIPS 2021
Diversity Actor-Critic: Sample-Aware Entropy Regularization for Sample-Efficient Exploration
ICML 2021
Dimension-Wise Importance Sampling Weight Clipping for Sample-Efficient Reinforcement Learning
ICML 2019