Kim, Woojun

17 publications

TMLR 2026 Disentangled Concept-Residual Models: Bridging the Interpretability–Performance Gap for Incomplete Concept Sets Renos Zabounidis, Ini Oguntola, Konghao Zhao, Joseph Campbell, Woojun Kim, Simon Stepputtis, Katia P. Sycara

NeurIPS 2025 Adaptively Coordinating with Novel Partners via Learned Latent Strategies Benjamin Li, Shuyang Shi, Lucia Romero, Huao Li, Yaqi Xie, Woojun Kim, Stefanos Nikolaidis, Charles Michael Lewis, Katia P. Sycara, Simon Stepputtis

CoRL 2025 CARE: Enhancing Safety of Visual Navigation Through Collision Avoidance via Repulsive Estimation Joonkyung Kim, Joonyeol Sim, Woojun Kim, Katia P. Sycara, Changjoo Nam

NeurIPS 2025 Fair Cooperation in Mixed-Motive Games via Conflict-Aware Gradient Adjustment Woojun Kim, Katia P. Sycara

NeurIPS 2024 Adaptive $q$-Aid for Conditional Supervised Learning in Offline Reinforcement Learning Jeonghye Kim, Suyoung Lee, Woojun Kim, Youngchul Sung

ICLR 2024 Decision ConvFormer: Local Filtering in MetaFormer Is Sufficient for Decision Making Jeonghye Kim, Suyoung Lee, Woojun Kim, Youngchul Sung

NeurIPSW 2024 HiMemFormer: Hierarchical Memory-Aware Transformer for Multi-Agent Action Anticipation Zirui Wang, Xinran Zhao, Simon Stepputtis, Woojun Kim, Tongshuang Wu, Katia P. Sycara, Yaqi Xie

ICML 2023 An Adaptive Entropy-Regularization Framework for Multi-Agent Reinforcement Learning Woojun Kim, Youngchul Sung

NeurIPSW 2023 Decision ConvFormer: Local Filtering in MetaFormer Is Sufficient for Decision Making Jeonghye Kim, Suyoung Lee, Woojun Kim, Youngchul Sung

NeurIPS 2023 Domain Adaptive Imitation Learning with Visual Observation Sungho Choi, Seungyul Han, Woojun Kim, Jongseong Chae, Whiyoung Jung, Youngchul Sung

ICML 2023 LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework Woojun Kim, Jeonghye Kim, Youngchul Sung

NeurIPS 2023 Sample-Efficient and Safe Deep Reinforcement Learning via Reset Deep Ensemble Agents Woojun Kim, Yongjae Shin, Jongeui Park, Youngchul Sung

ICMLW 2022 A Variational Approach to Mutual Information-Based Coordination for Multi-Agent Reinforcement Learning Woojun Kim, Whiyoung Jung, Myungsik Cho, Youngchul Sung

ICMLW 2022 An Adaptive Entropy-Regularization Framework for Multi-Agent Reinforcement Learning Woojun Kim, Youngchul Sung

ICML 2022 MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer Jeewon Jeon, Woojun Kim, Whiyoung Jung, Youngchul Sung

ICLR 2021 Communication in Multi-Agent Reinforcement Learning: Intention Sharing Woojun Kim, Jongeui Park, Youngchul Sung

AAAI 2019 Message-Dropout: An Efficient Training Method for Multi-Agent Deep Reinforcement Learning Woojun Kim, Myungsik Cho, Youngchul Sung