Yunlong Liu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Invariant Representations

Sequential Decision Making

Reinforcement Learning

Eligibility Traces

Top Venues

Expert Syst. Appl.

Publications

Linghui Yuan, Xiaowei Lu, Yunlong Liu
Learning task-relevant representations via rewards and real actions for reinforcement learning. Knowl. Based Syst. 294 (2024)
Dayang Liang, Yaru Zhang, Yunlong Liu
Episodic Reinforcement Learning with Expanded State-reward Space. CoRR (2024)
Dayang Liang, Qihang Chen, Yunlong Liu
Sequential action-induced invariant representation for reinforcement learning. Neural Networks 179 (2024)
Dayang Liang, Yaru Zhang, Yunlong Liu
Episodic Reinforcement Learning with Expanded State-reward Space. AAMAS (2024)
Dayang Liang, Huiyi Deng, Yunlong Liu
The treatment of sepsis: an episodic memory-assisted deep reinforcement learning approach. Appl. Intell. 53 (9) (2023)
Dayang Liang, Qihang Chen, Yunlong Liu
Sequential Action-Induced Invariant Representation for Reinforcement Learning. CoRR (2023)
Qihang Chen, Qiwei Zhang, Yunlong Liu
Balancing exploration and exploitation in episodic reinforcement learning. Expert Syst. Appl. 231 (2023)
Qihang Chen, Dayang Liang, Yunlong Liu
Hard Negative Sample Mining for Contrastive Representation in Reinforcement Learning. PAKDD (2) (2022)
Aimin Xu, Linghui Yuan, Yunlong Liu
Sequential Decision Making with "Sequential Information" in Deep Reinforcement Learning. PRICAI (3) (2022)