PPaperPicks

Kanghoon Lee

11 papers at tracked venues · 8 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×4ICML ×3AAMAS ×2IROS ×1SIGKDD ×1

Frequent coauthors

Sunghoon Hong
×6
Whiyoung Jung
×6
Deunsol Yoon
×6
Woohyung Lim
×6
Jinkyoo Park
×5
Jeonghye Kim
×3
Yongjae Shin
×3
Jiachen Li
×3
Soonyoung Lee
×2
Suhyun Jung
×2
Hyundam Yoo
×2
Chanwoo Moon
×2

Papers

  1. RAPID: A Rapid Prototyping Platform for Industrial Automation
    AAAI 2026 ·
    Sunghoon Hong
    ,
    Junseok Park
    ,
    Whiyoung Jung
    ,
    Deunsol Yoon
    ,
    Woohyung Lim
    ,
    Soonyoung Lee
    , Kanghoon Lee
  2. RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation
    AAAI 2026 ·
    Whiyoung Jung
    ,
    Sunghoon Hong
    ,
    Deunsol Yoon
    ,
    Jeonghye Kim
    ,
    Yongjae Shin
    ,
    Suhyun Jung
    ,
    Hyundam Yoo
    ,
    Youngjin Kim
    ,
    Chanwoo Moon
    ,
    Woohyung Lim
    ,
    Soonyoung Lee
    , Kanghoon Lee
  3. TrajEvo: Trajectory Prediction Heuristics Design via LLM-driven Evolution
    AAAI 2026 ·
    Zhikai Zhao
    ,
    Chuanbo Hua
    ,
    Federico Berto
    , Kanghoon Lee,
    Zihan Ma
    ,
    Jiachen Li
    ,
    Jinkyoo Park
  4. Agent-Centric Actor-Critic for Asynchronous Multi-Agent Reinforcement Learning
    ICML 2025 ·
    Whiyoung Jung
    ,
    Sunghoon Hong
    ,
    Deunsol Yoon
    , Kanghoon Lee,
    Woohyung Lim
  5. Human Implicit Preference-Based Policy Fine-tuning for Multi-Agent Reinforcement Learning in USV Swarm
    IROS 2025 ·
    Hyeonjun Kim
    , Kanghoon Lee,
    Junho Park
    ,
    Jiachen Li
    ,
    Jinkyoo Park
  6. Learning Strategy Representation for Imitation Learning in Multi-Agent Games
    AAAI 2025 ·
    Shiqi Lei
    , Kanghoon Lee,
    Linjing Li
    ,
    Jinkyoo Park
  7. Online Pre-Training for Offline-to-Online Reinforcement Learning
    ICML 2025 ·
    Yongjae Shin
    ,
    Jeonghye Kim
    ,
    Whiyoung Jung
    ,
    Sunghoon Hong
    ,
    Deunsol Yoon
    ,
    Youngsoo Jang
    ,
    Geon-Hyeong Kim
    ,
    Jongseong Chae
    ,
    Youngchul Sung
    , Kanghoon Lee,
    Woohyung Lim
  8. Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data
    ICML 2025 ·
    Jeonghye Kim
    ,
    Yongjae Shin
    ,
    Whiyoung Jung
    ,
    Sunghoon Hong
    ,
    Deunsol Yoon
    ,
    Youngchul Sung
    , Kanghoon Lee,
    Woohyung Lim
  9. An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems
    SIGKDD 2024 ·
    Taeyoung Yun
    , Kanghoon Lee,
    Sujin Yun
    ,
    Ilmyung Kim
    ,
    Won-Woo Jung
    ,
    Min-Cheol Kwon
    ,
    Kyujin Choi
    ,
    Yoohyeon Lee
    ,
    Jinkyoo Park
  10. ELA: Exploited Level Augmentation for Offline Learning in Zero-Sum Games
    AAMAS 2024 ·
    Shiqi Lei
    , Kanghoon Lee,
    Linjing Li
    ,
    Jinkyoo Park
    ,
    Jiachen Li
  11. Naphtha Cracking Center Scheduling Optimization using Multi-Agent Reinforcement Learning
    AAMAS 2024 ·
    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