Jeonghye Kim

According to our database, Jeonghye Kim authored at least 10 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

CoRR, July, 2025

Online Pre-Training for Offline-to-Online Reinforcement Learning.

Yongjae Shin, Jeonghye Kim, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngsoo Jang, Geonhyeong Kim, Jongseong Chae, Youngchul Sung, Kanghoon Lee, Woohyung Lim

CoRR, July, 2025

RAISE: Enhancing Scientific Reasoning in LLMs via Step-by-Step Retrieval.

Minhae Oh, Jeonghye Kim, Nakyung Lee, Donggeon Seo, Taeuk Kim, Jungwoo Lee

CoRR, June, 2025

ReflAct: World-Grounded Decision Making in LLM Agents via Goal-State Reflection.

Jeonghye Kim, Sojeong Rhee, Minbeom Kim, Dohyung Kim, Sangmook Lee, Youngchul Sung, Kyomin Jung

CoRR, May, 2025

2024

Value-Aided Conditional Supervised Learning for Offline RL.

Jeonghye Kim, Suyoung Lee, Woojun Kim, Youngchul Sung

CoRR, 2024

Robust Reinforcement Learning Under Dimension-Wise State Information Drop.

Gyeongmin Kim, Jeonghye Kim, Suyoung Lee, Jaewoo Baek, Howon Moon, Sangheon Shin, Youngchul Sung

IEEE Access, 2024

Adaptive Q-Aid for Conditional Supervised Learning in Offline Reinforcement Learning.

Jeonghye Kim, Suyoung Lee, Woojun Kim, Youngchul Sung

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making.

Jeonghye Kim, Suyoung Lee, Woojun Kim, Youngchul Sung

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework.

Woojun Kim, Jeonghye Kim, Youngchul Sung

Proceedings of the International Conference on Machine Learning, 2023

2015

Why People Participate in the Sharing Economy: A Social Exchange Perspective.

Jeonghye Kim, Youngseog Yoon, Hangjung Zo

Proceedings of the 19th Pacific Asia Conference on Information Systems, 2015