Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding. - Deunsol Yoon; Dongbok Lee; SangKeun Lee 001 (CoRR, 2018)

Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic. - Deunsol Yoon; Sunghoon Hong; Byung-Jun Lee 001; Kee-Eung Kim (ICLR, 2021)

Structure-Aware Transformer Policy for Inhomogeneous Multi-Task Reinforcement Learning. - Sunghoon Hong; Deunsol Yoon; Kee-Eung Kim (ICLR, 2022)

Naphtha Cracking Center Scheduling Optimization using Multi-Agent Reinforcement Learning. - Sunghoon Hong; Deunsol Yoon; Whiyoung Jung; Jinsang Lee; Hyundam Yoo; Jiwon Ham; Suhyun Jung; Chanwoo Moon; Yeontae Jung; Kanghoon Lee; Woohyung Lim; Somin Jeon; et al. (AAMAS, 2024)

Hierarchical Decomposition Framework for Steiner Tree Packing Problem. - Hanbum Ko; Minu Kim; Han-Seul Jeong; Sunghoon Hong; Deunsol Yoon; Youngjoon Park; Woohyung Lim; Honglak Lee; Moontae Lee; Kanghoon Lee; Sungbin Lim; Sungryull Sohn (ICORES, 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, 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, 2025)