Fan-Ming Luo
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (12) π Grand Slam π Triple Crown
π
Keyword Champion
Venues
Top co-authors
Research topics
Keywords
offline reinforcement learning
(2)
recurrent neural network
(2)
model-based reinforcement learning
(2)
policy learning
(1)
off-policy learning
(1)
partial observability
(1)
learning rate
(1)
meta-reinforcement learning
(1)
recurrent reinforcement learning
(1)
dynamics model
(1)
environment adaptation
(1)
imperfect demonstration
(1)
context encoder
(1)
context sensitive policy
(1)
sudden change
(1)
out-of-support region
(1)
adaptable policy
(1)
reward consistency
(1)
transition filter
(1)
reweighting
(1)
Papers
Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate
NeurIPS 2024
Limited Preference Aided Imitation Learning from Imperfect Demonstrations
ICML 2024
Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning
ICLR 2024
Adapt to Environment Sudden Changes by Learning a Context Sensitive Policy
AAAI 2022
Offline Model-based Adaptable Policy Learning
NeurIPS 2021