Deunsol Yoon

According to our database, Deunsol Yoon authored at least 11 papers between 2018 and 2026.

Collaborative distances:

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

2026

CADO: From Imitation to Cost Minimization for Heatmap-based Solvers in Combinatorial Optimization.

Hyungseok Song, Deunsol Yoon, Kanghoon Lee, Han-Seul Jeong, Soonyoung Lee, Woohyung Lim

CoRR, February, 2026

RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation.

Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Jeonghye Kim, Yongjae Shin, Suhyun Jung, Hyundam Yoo, Youngjin Kim, Chanwoo Moon, Woohyung Lim, Soonyoung Lee, Kanghoon Lee

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

RAPID: A Rapid Prototyping Platform for Industrial Automation.

Sunghoon Hong, Junseok Park, Whiyoung Jung, Deunsol Yoon, Woohyung Lim, Soonyoung Lee, Kanghoon Lee

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

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

Proceedings of the 14th International Conference on Operations Research and Enterprise Systems, 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

Proceedings of the Forty-second International Conference on Machine Learning, 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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Agent-Centric Actor-Critic for Asynchronous Multi-Agent Reinforcement Learning.

Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Kanghoon Lee, Woohyung Lim

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

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, Myounggu Lee, Sohui Hong, Jaesang Lee, Hangyoul Jang, Changhyun Kwak, Jeonghyeon Park, Changhoon Kang, Jungki Kim

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2022

Structure-Aware Transformer Policy for Inhomogeneous Multi-Task Reinforcement Learning.

Sunghoon Hong, Deunsol Yoon, Kee-Eung Kim

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic.

Deunsol Yoon, Sunghoon Hong, Byung-Jun Lee, Kee-Eung Kim

Proceedings of the 9th International Conference on Learning Representations, 2021

2018

Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding.

Deunsol Yoon, Dongbok Lee, SangKeun Lee

CoRR, 2018