Jianming HU
4 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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The Questioner
Venues
Top co-authors
Research topics
Keywords
offline reinforcement learning
(2)
sim-to-real transfer
(2)
domain adaptation
(1)
policy learning
(1)
robot learning
(1)
online reinforcement learning
(1)
sequential modeling
(1)
latent space
(1)
goal-conditioned policy
(1)
embodied agent
(1)
robotic control
(1)
subgoal planning
(1)
hybrid learning
(1)
real-world data
(1)
long-horizon task
(1)
recursive planning
(1)
cross-domain policy transfer
(1)
dynamics-aware policy evaluation
(1)
goal-conditioned supervised learning
(1)
dynamics consistency
(1)
Papers
Are Expressive Models Truly Necessary for Offline RL?
AAAI 2025
Efficient Robotic Policy Learning via Latent Space Backward Planning
ICML 2025
A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents
IJCAI 2024
When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning
NeurIPS 2022