Patrick Yin
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
👥
Mega-Team · Legion
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Research topics
Keywords
representation learning
(2)
contrastive learning
(1)
reinforcement learning
(1)
state abstraction
(1)
offline reinforcement learning
(1)
sim-to-real transfer
(1)
robotic manipulation
(1)
self-supervised learning
(1)
generalization ability
(1)
robot manipulation
(1)
policy training
(1)
goal-conditioned policy
(1)
goal-conditioned reinforcement learning
(1)
reward shaping
(1)
zero-shot transfer
(1)
dexterous manipulation
(1)
skill generalization
(1)
subgoal planning
(1)
visual input
(1)
offline data
(1)
Papers
Rapidly Adapting Policies to the Real-World via Simulation-Guided Fine-Tuning
ICLR 2025
DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset
RSS 2024
Stabilizing Contrastive RL: Techniques for Robotic Goal Reaching from Offline Data
ICLR 2024
Bisimulation Makes Analogies in Goal-Conditioned Reinforcement Learning
ICML 2022
Generalization with Lossy Affordances: Leveraging Broad Offline Data for Learning Visuomotor Tasks
CoRL 2022