Hongtu Zhou
3 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
representation learning
(2)
policy optimization
(1)
domain generalization
(1)
image reconstruction
(1)
visual reinforcement learning
(1)
model-based reinforcement learning
(1)
model shift
(1)
performance guarantee
(1)
model learning
(1)
consistency loss
(1)
out of distribution
(1)
task-relevant feature
(1)
one-shot adaptation
(1)
uncertainty
(1)
heteroscedastic
(1)
context collecting policy
(1)
Papers
CERTAIN: Context Uncertainty-aware One-Shot Adaptation for Context-based Offline Meta Reinforcement Learning
ICML 2025
Focus On What Matters: Separated Models For Visual-Based RL Generalization
NeurIPS 2024
How to Fine-tune the Model: Unified Model Shift and Model Bias Policy Optimization
NeurIPS 2023