Jeonghye Kim

22 papers A* 8Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Normalization: Rethinking the Partition Function as a Difficulty Scheduler for RLVR.
CoRR
Dohyung Kim, Minbeom Kim, Jeonghye Kim, Sangmook Lee, Sojeong Rhee, Kyomin Jung
2026 J jnl
Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization.
CoRR
Zeyuan Liu, Jeonghye Kim, Xufang Luo, Dongsheng Li, Yuqing Yang
2026 A* conf
RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation.
AAAI
Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Jeonghye Kim, Yongjae Shin, Suhyun Jung, Hyundam Yoo, Youngjin Kim, Chanwoo Moon, Woohyung Lim, Soonyoung Lee, Kanghoon Lee
2026 J jnl
Understanding Reasoning in LLMs through Strategic Information Allocation under Uncertainty.
CoRR
Jeonghye Kim, Xufang Luo, Minbeom Kim, Sangmook Lee, Dongsheng Li, Yuqing Yang
2026 J jnl
Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?
CoRR
Jeonghye Kim, Xufang Luo, Minbeom Kim, Sangmook Lee, Dohyung Kim, Jiwon Jeon, Dongsheng Li, Yuqing Yang
2025 A* conf
ARS: Adaptive Reward Scaling for Multi-Task Reinforcement Learning.
ICML
Myungsik Cho, Jongeui Park, Jeonghye Kim, Youngchul Sung
2025 J jnl
Align While Search: Belief-Guided Exploratory Inference for World-Grounded Embodied Agents.
CoRR
Seohui Bae, Jeonghye Kim, Youngchul Sung, Woohyung Lim
2025 A* conf
Online Pre-Training for Offline-to-Online Reinforcement Learning.
ICML
Yongjae Shin, Jeonghye Kim, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngsoo Jang, Geon-Hyeong Kim, Jongseong Chae, Youngchul Sung, Kanghoon Lee, Woohyung Lim
2025 J jnl
Online Pre-Training for Offline-to-Online Reinforcement Learning.
CoRR
Yongjae Shin, Jeonghye Kim, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngsoo Jang, Geonhyeong Kim, Jongseong Chae, Youngchul Sung, Kanghoon Lee, Woohyung Lim
2025 A* conf
Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data.
ICML
Jeonghye Kim, Yongjae Shin, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngchul Sung, Kanghoon Lee, Woohyung Lim
2025 J jnl
Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data.
CoRR
Jeonghye Kim, Yongjae Shin, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngchul Sung, Kanghoon Lee, Woohyung Lim
2025 J jnl
RAISE: Enhancing Scientific Reasoning in LLMs via Step-by-Step Retrieval.
CoRR
Minhae Oh, Jeonghye Kim, Nakyung Lee, Donggeon Seo, Taeuk Kim, Jungwoo Lee
2025 A* conf
ReflAct: World-Grounded Decision Making in LLM Agents via Goal-State Reflection.
EMNLP
Jeonghye Kim, Sojeong Rhee, Minbeom Kim, Dohyung Kim, Sangmook Lee, Youngchul Sung, Kyomin Jung
2025 J jnl
ReflAct: World-Grounded Decision Making in LLM Agents via Goal-State Reflection.
CoRR
Jeonghye Kim, Sojeong Rhee, Minbeom Kim, Dohyung Kim, Sangmook Lee, Youngchul Sung, Kyomin Jung
2024 A* conf
Adaptive Q-Aid for Conditional Supervised Learning in Offline Reinforcement Learning.
NeurIPS
Jeonghye Kim, Suyoung Lee, Woojun Kim, Youngchul Sung
2024 A* conf
Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making.
ICLR
Jeonghye Kim, Suyoung Lee, Woojun Kim, Youngchul Sung
2024 J jnl
Robust Reinforcement Learning Under Dimension-Wise State Information Drop.
IEEE Access
Gyeongmin Kim, Jeonghye Kim, Suyoung Lee, Jaewoo Baek, Howon Moon, Sangheon Shin, Youngchul Sung
2024 J jnl
Value-Aided Conditional Supervised Learning for Offline RL.
CoRR
Jeonghye Kim, Suyoung Lee, Woojun Kim, Youngchul Sung
2023 J jnl
Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making.
CoRR
Jeonghye Kim, Suyoung Lee, Woojun Kim, Youngchul Sung
2023 A* conf
LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework.
ICML
Woojun Kim, Jeonghye Kim, Youngchul Sung
2023 J jnl
LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework.
CoRR
Woojun Kim, Jeonghye Kim, Youngchul Sung
2015 — conf
Why People Participate in the Sharing Economy: A Social Exchange Perspective.
PACIS
Jeonghye Kim, Youngseog Yoon, Hangjung Zo