Deunsol Yoon

7 papers · 2021–2026 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ICML (3) AAAI (2) ICLR (2)

Top co-authors

Sunghoon Hong (7) Whiyoung Jung (5) Kanghoon Lee (5) Woohyung Lim (5) Yongjae Shin (3) Jeonghye Kim (3) Kee-eung Kim (2) Soonyoung Lee (2) Youngchul Sung (2) Youngsoo Jang (1)

Keywords

reinforcement learning (2) continual learning (1) policy learning (1) neural architecture (1) industrial automation (1) multi-agent system (1) behavior simulation (1) simulation platform (1)

Papers

RAPID: A Rapid Prototyping Platform for Industrial Automation AAAI 2026

RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation AAAI 2026

Online Pre-Training for Offline-to-Online Reinforcement Learning ICML 2025

Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data ICML 2025

Agent-Centric Actor-Critic for Asynchronous Multi-Agent Reinforcement Learning ICML 2025

Structure-Aware Transformer Policy for Inhomogeneous Multi-Task Reinforcement Learning ICLR 2022

Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic ICLR 2021