Woojun Kim
10 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (22) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6)
π
Cross-Pollinator
(13)
π
Grand Slam
π
Conference Pioneer
π
Century Club
(10)
π₯
Unstoppable
(5)
Conferences
ICML (3)
NIPS (3)
ICLR (2)
AAAI (1)
CORL (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(3)
deep reinforcement learning
(2)
visual observation
(1)
offline reinforcement learning
(1)
policy learning
(1)
imitation learning
(1)
ensemble learning
(1)
entropy regularization
(1)
feature extraction
(1)
supervised learning
(1)
domain adaptation
(1)
value function
(1)
value iteration
(1)
safe reinforcement learning
(1)
sample efficiency
(1)
exploration strategy
(1)
value factorization
(1)
sparse reward
(1)
adaptive exploration
(1)
reinforcement learning
(1)
Papers
CARE: Enhancing Safety of Visual Navigation through Collision Avoidance via Repulsive Estimation
CORL 2025
Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making
ICLR 2024
Adaptive $Q$-Aid for Conditional Supervised Learning in Offline Reinforcement Learning
NIPS 2024
Domain Adaptive Imitation Learning with Visual Observation
NIPS 2023
Sample-Efficient and Safe Deep Reinforcement Learning via Reset Deep Ensemble Agents
NIPS 2023
LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework
ICML 2023
An Adaptive Entropy-Regularization Framework for Multi-Agent Reinforcement Learning
ICML 2023
MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer
ICML 2022
Communication in Multi-Agent Reinforcement Learning: Intention Sharing
ICLR 2021
Message-Dropout: An Efficient Training Method for Multi-Agent Deep Reinforcement Learning
AAAI 2019