Dayang Liang

11 papers A 1Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	InterReal: A Unified Physics-Based Imitation Framework for Learning Human-Object Interaction Skills. CoRR Dayang Liang, Yuhang Lin, Xinzhe Liu, Jiyuan Shi, Yunlong Liu, Chenjia Bai
2026	J	`jnl`	Learning representations via dynamics-based behavioral similarity for deep reinforcement learning. Neural Networks Dayang Liang, Yunlong Liu
2026	J	`jnl`	Task-Aware Exploration via a Predictive Bisimulation Metric. CoRR Dayang Liang, Ruihan Liu, Lipeng Wan, Yunlong Liu, Bo An
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 Sequence Representations via Intrinsic Dynamics Characteristics in Reinforcement Learning. CoRR Dayang Liang, Jinyang Lai, Yunlong Liu
2024	J	`jnl`	Sequential action-induced invariant representation for reinforcement learning. Neural Networks Dayang Liang, Qihang Chen, 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
2021	J	`jnl`	Gated multi-attention representation in reinforcement learning. Knowl. Based Syst. Dayang Liang, Qihang Chen, Yunlong Liu