Fan-Ming Luo
5 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 👑 Triple Crown
🏆
Grand Slam
Conferences
NIPS (2)
AAAI (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
recurrent neural network
(2)
offline reinforcement learning
(1)
locomotion control
(1)
policy learning
(1)
model-based reinforcement learning
(1)
off-policy learning
(1)
partial observability
(1)
learning rate
(1)
recurrent reinforcement learning
(1)
meta reinforcement learning
(1)
environment adaptation
(1)
context encoder
(1)
context sensitive policy
(1)
sudden change
(1)
out-of-support region
(1)
reinforcement learning
(1)
adaptable policy
(1)
Papers
Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate
NIPS 2024
Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning
ICLR 2024
Limited Preference Aided Imitation Learning from Imperfect Demonstrations
ICML 2024
Adapt to Environment Sudden Changes by Learning a Context Sensitive Policy
AAAI 2022
Offline Model-based Adaptable Policy Learning
NIPS 2021