Kim, Jeonghye

7 publications

ICML 2025 ARS: Adaptive Reward Scaling for Multi-Task Reinforcement Learning Myungsik Cho, Jongeui Park, Jeonghye Kim, Youngchul Sung

ICML 2025 Online Pre-Training for Offline-to-Online Reinforcement Learning Yongjae Shin, Jeonghye Kim, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngsoo Jang, Geon-Hyeong Kim, Jongseong Chae, Youngchul Sung, Kanghoon Lee, Woohyung Lim

ICML 2025 Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data Jeonghye Kim, Yongjae Shin, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngchul Sung, Kanghoon Lee, Woohyung Lim

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

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