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Yu-Yan Xu

3 papers · 2022–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

ICLR (1) ICML (1) IJCAI (1)

Top co-authors

Junyin Ye (2) Yang Yu (2) Yi-Chen Li (2) Xiu-Shen Wei (1) Jian Yang (1) Zongzhang Zhang (1) Anqi Huang (1) Yihao Sun (1) Haoran Shi (1) Xu-Hui Liu (1)

Research topics

Machine Learning (2) Reinforcement Learning (2) Learning Types (2) Methods (2) Artificial Intelligence (1) Deep Learning (1) Robotics (1) Architectures (1) Capabilities (1) Core AI (1) Core Methods (1)

Keywords

sample efficiency (1) offline reinforcement learning (1) partial label learning (1) model uncertainty (1) model-based reinforcement learning (1) fine-grained recognition (1) meta-reinforcement learning (1) dynamics model (1) noisy label (1) dynamic environment (1) compounding error (1) webly supervised learning (1) single demonstration (1) demonstration transformer (1) generalizable imitator policy (1) runtime imitation (1)

Papers

Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement Learning ICLR 2025 Deep Demonstration Tracing: Learning Generalizable Imitator Policy for Runtime Imitation from a Single Demonstration ICML 2024 Webly-Supervised Fine-Grained Recognition with Partial Label Learning IJCAI 2022