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← Authors

Junyin Ye

6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)

Conferences

ICML (3) ICLR (2) AAAI (1)

Top co-authors

Yang Yu (6) Yihao Sun (4) Jiaji Zhang (4) Zhilong Zhang (3) Haoxin Lin (3) Yi-Chen Li (2) Chengxing Jia (2) Yu-Yan Xu (2) Zongzhang Zhang (1) Kai Xu (1)

Research topics

Reinforcement Learning (1)

Keywords

sample efficiency (1) offline reinforcement learning (1) uncertainty quantification (1) model-based reinforcement learning (1) bellman error (1) ensemble method (1) dynamics model (1) credit assignment (1) delayed reward (1) episodic return decomposition (1) proxy reward (1)

Papers

Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement Learning ICLR 2025 Episodic Return Decomposition by Difference of Implicitly Assigned Sub-trajectory Reward AAAI 2024 Flow to Better: Offline Preference-based Reinforcement Learning via Preferred Trajectory Generation ICLR 2024 Limited Preference Aided Imitation Learning from Imperfect Demonstrations ICML 2024 Deep Demonstration Tracing: Learning Generalizable Imitator Policy for Runtime Imitation from a Single Demonstration ICML 2024 Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning ICML 2023