Haoyi Niu
7 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🏆 Grand Slam
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The Questioner
Conferences
ICML (2)
AAAI (1)
CORL (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
offline reinforcement learning
(2)
sim-to-real transfer
(2)
model-based learning
(1)
robot learning
(1)
online reinforcement learning
(1)
sequential modeling
(1)
goal-conditioned policy
(1)
embodied agent
(1)
dynamics model
(1)
hybrid learning
(1)
real-world datum
(1)
offline imitation learning
(1)
recursive planning
(1)
sub-goal planning
(1)
cross-domain policy transfer
(1)
dynamics-aware policy evaluation
(1)
goal-conditioned supervised learning
(1)
dynamics consistency
(1)
adversarial learning
(1)
sequential modeling error
(1)
Papers
Skill Expansion and Composition in Parameter Space
ICLR 2025
Are Expressive Models Truly Necessary for Offline RL?
AAAI 2025
Efficient Robotic Policy Learning via Latent Space Backward Planning
ICML 2025
DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning
ICML 2024
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
NIPS 2022
Discriminator-Guided Model-Based Offline Imitation Learning
CORL 2022