Chenhao Lu
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
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Research topics
Keywords
sample efficiency
(1)
policy evaluation
(1)
offline reinforcement learning
(1)
sequential decision making
(1)
point cloud
(1)
transformer
(1)
visual reinforcement learning
(1)
pomdp
(1)
foundation model
(1)
egocentric video
(1)
vision-language-action model
(1)
dexterous manipulation
(1)
motion retargeting
(1)
success rate
(1)
on-policy optimization
(1)
ensemble policy
(1)
offline-to-online fine-tuning
(1)
mixture-of-experts
(1)
recurrence
(1)
inductive biases
(1)
Papers
UniDex: A Robot Foundation Suite for Universal Dexterous Hand Control from Egocentric Human Videos
CVPR 2026
MENTOR: Mixture-of-Experts Network with Task-Oriented Perturbation for Visual Reinforcement Learning
ICML 2025
Rethinking Transformers in Solving POMDPs
ICML 2024
Uni-O4: Unifying Online and Offline Deep Reinforcement Learning with Multi-Step On-Policy Optimization
ICLR 2024