Kanghoon Lee

7 papers · 2025–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) ⭐ Rising Star (7)

Venues

AAAI (4) ICML (3)

Top co-authors

Deunsol Yoon (5) Sunghoon Hong (5) Whiyoung Jung (5) Woohyung Lim (5) Yongjae Shin (3) Jeonghye Kim (3) Soonyoung Lee (2) Youngchul Sung (2) Jinkyoo Park (2) Shiqi Lei (1)

Research topics

Reinforcement Learning (5) Methods (5) Artificial Intelligence (4) Machine Learning (3) Core AI (3) Learning Types · Machine Learning (2) Deep Learning (1) Application Areas (1) Applications (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

multi-agent system (2) reinforcement learning (2) imitation learning (1) game theory (1) trajectory prediction (1) policy learning (1) neural architecture (1) distribution shift (1) value estimation (1) macro-actions (1) game ai (1) autonomous vehicle (1) evolutionary algorithm (1) layer normalization (1) trajectory learning (1) industrial automation (1) centralized critic (1) d4rl benchmark (1) large language model (1) offline data (1)

Papers

RAPID: A Rapid Prototyping Platform for Industrial Automation AAAI 2026 RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation AAAI 2026 TrajEvo: Trajectory Prediction Heuristics Design via LLM-driven Evolution AAAI 2026 Agent-Centric Actor-Critic for Asynchronous Multi-Agent Reinforcement Learning ICML 2025 Learning Strategy Representation for Imitation Learning in Multi-Agent Games AAAI 2025 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