Yunlong Liu

18 papers A 1Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
DARE to Navigate: Spatiotemporal Dynamic Augmented LiDAR Encoder for Obstacle Detection and Avoidance in Crowded Environments.
IEEE Robotics Autom. Lett.
Jinyang Lai, Zejie Jiang, Yunlong Liu
2026 J jnl
Learning representations via dynamics-based behavioral similarity for deep reinforcement learning.
Neural Networks
Dayang Liang, Yunlong Liu
2025 J jnl
Causal representation learning in offline visual reinforcement learning.
Knowl. Based Syst.
Yaru Zhang, Kaizhou Chen, Yunlong Liu
2024 A conf
Episodic Reinforcement Learning with Expanded State-reward Space.
AAMAS
Dayang Liang, Yaru Zhang, Yunlong Liu
2024 J jnl
Episodic Reinforcement Learning with Expanded State-reward Space.
CoRR
Dayang Liang, Yaru Zhang, Yunlong Liu
2024 J jnl
Learning task-relevant representations via rewards and real actions for reinforcement learning.
Knowl. Based Syst.
Linghui Yuan, Xiaowei Lu, Yunlong Liu
2024 J jnl
Sequential action-induced invariant representation for reinforcement learning.
Neural Networks
Dayang Liang, Qihang Chen, Yunlong Liu
2023 J jnl
Balancing exploration and exploitation in episodic reinforcement learning.
Expert Syst. Appl.
Qihang Chen, Qiwei Zhang, Yunlong Liu
2023 J jnl
Sequential Action-Induced Invariant Representation for Reinforcement Learning.
CoRR
Dayang Liang, Qihang Chen, Yunlong Liu
2023 J jnl
The treatment of sepsis: an episodic memory-assisted deep reinforcement learning approach.
Appl. Intell.
Dayang Liang, Huiyi Deng, Yunlong Liu
2022 — conf
Hard Negative Sample Mining for Contrastive Representation in Reinforcement Learning.
PAKDD (2)
Qihang Chen, Dayang Liang, Yunlong Liu
2022 J jnl
Learning and planning in partially observable environments without prior domain knowledge.
Int. J. Approx. Reason.
Yunlong Liu, Jianyang Zheng, Fangfang Chang
2022 — conf
Sequential Decision Making with "Sequential Information" in Deep Reinforcement Learning.
PRICAI (3)
Aimin Xu, Linghui Yuan, Yunlong Liu
2021 J jnl
Gated multi-attention representation in reinforcement learning.
Knowl. Based Syst.
Dayang Liang, Qihang Chen, Yunlong Liu
2019 — conf
Attention-Based Deep Q-Network in Complex Systems.
ICONIP (4)
Kun Ni, Danning Yu, Yunlong Liu
2018 J jnl
Basis selection in spectral learning of predictive state representations.
Neurocomputing
Chunqing Huang, Yisheng An, Sun Zhou, Zhezheng Hong, Yunlong Liu
2014 J jnl
Solving partially observable problems with inaccurate PSR models.
Inf. Sci.
Yunlong Liu, Zijiang Yang, Guoli Ji
2010 — conf
Using Learned PSR Model for Planning under Uncertainty.
Canadian AI
Yunlong Liu, Guoli Ji, Zijiang Yang