Yachen Kang
7 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Reinforcement Learning
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Methods
(4)
Deep Learning
(3)
Learning Paradigms
(3)
Application Areas
(2)
Applications
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Techniques
(1)
Keywords
offline reinforcement learning
(3)
reinforcement learning
(2)
cross-domain learning
(2)
metric learning
(1)
few-shot learning
(1)
imitation learning
(1)
policy optimization
(1)
independent component analysis
(1)
preference learning
(1)
attention mechanism
(1)
test-time adaptation
(1)
unsupervised domain adaptation
(1)
out-of-distribution generalization
(1)
robot learning
(1)
reward function
(1)
offline learning
(1)
transition dynamics
(1)
reward shaping
(1)
preference-based learning
(1)
intrinsic reward
(1)
Papers
Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning
AAAI 2024
Beyond Reward: Offline Preference-guided Policy Optimization
ICML 2023
CEIL: Generalized Contextual Imitation Learning
NeurIPS 2023
Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization
NeurIPS 2023
Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition
AAAI 2021
Unsupervised Domain Adaptation with Dynamics-Aware Rewards in Reinforcement Learning
NeurIPS 2021
Independent Skill Transfer for Deep Reinforcement Learning
IJCAI 2020