Gated multi-attention representation in reinforcement learning. - Dayang Liang; Qihang Chen; Yunlong Liu 003 (Knowl. Based Syst., 2021)

Hard Negative Sample Mining for Contrastive Representation in Reinforcement Learning. - Qihang Chen; Dayang Liang; Yunlong Liu 003 (PAKDD (2), 2022)

The treatment of sepsis: an episodic memory-assisted deep reinforcement learning approach. - Dayang Liang; Huiyi Deng; Yunlong Liu 003 (Appl. Intell., 2023)

Episodic Reinforcement Learning with Expanded State-reward Space. - Dayang Liang; Yaru Zhang; Yunlong Liu 003 (AAMAS, 2024)

Learning Task-relevant Sequence Representations via Intrinsic Dynamics Characteristics in Reinforcement Learning. - Dayang Liang; Jinyang Lai; Yunlong Liu (CoRR, 2024)

Sequential action-induced invariant representation for reinforcement learning. - Dayang Liang; Qihang Chen; Yunlong Liu 003 (Neural Networks, 2024)