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Youngwoon Lee

22 papers · 2019–2025 · 5 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (6) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (23)
πŸ—ΊοΈ Taxonomy Completionist (23) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ‘₯ Mega-Team (98) 🧬 Topic Evolution πŸ”¬ Deep Specialist (12) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (74) πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (22) πŸ“ˆ Trend Setter

Conferences

CORL (11) RSS (5) ICLR (3) NIPS (2) ICML (1)

Papers

RoboArena: Distributed Real-World Evaluation of Generalist Robot Policies CORL 2025 Model-based Offline Reinforcement Learning with Lower Expectile Q-Learning ICLR 2025 UniSkill: Imitating Human Videos via Cross-Embodiment Skill Representations CORL 2025 DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset RSS 2024 TLDR: Unsupervised Goal-Conditioned RL via Temporal Distance-Aware Representations CORL 2024 DreamSmooth: Improving Model-based Reinforcement Learning via Reward Smoothing ICLR 2024 HumanoidBench: Simulated Humanoid Benchmark for Whole-Body Locomotion and Manipulation RSS 2024 Video Prediction Models as Rewards for Reinforcement Learning NIPS 2023 Language-Conditioned Path Planning CORL 2023 FurnitureBench: Reproducible Real-World Benchmark for Long-Horizon Complex Manipulation RSS 2023 PATO: Policy Assisted TeleOperation for Scalable Robot Data Collection RSS 2023 Controllability-Aware Unsupervised Skill Discovery ICML 2023 Skill-based Model-based Reinforcement Learning CORL 2022 Distilling Motion Planner Augmented Policies into Visual Control Policies for Robot Manipulation CORL 2021 Generalizable Imitation Learning from Observation via Inferring Goal Proximity NIPS 2021 Policy Transfer across Visual and Dynamics Domain Gaps via Iterative Grounding RSS 2021 Adversarial Skill Chaining for Long-Horizon Robot Manipulation via Terminal State Regularization CORL 2021 Demonstration-Guided Reinforcement Learning with Learned Skills CORL 2021 Accelerating Reinforcement Learning with Learned Skill Priors CORL 2020 Learning to Coordinate Manipulation Skills via Skill Behavior Diversification ICLR 2020 Motion Planner Augmented Reinforcement Learning for Robot Manipulation in Obstructed Environments CORL 2020 To Follow or not to Follow: Selective Imitation Learning from Observations CORL 2019