Dayang Liang

According to our database, Dayang Liang authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

InterReal: A Unified Physics-Based Imitation Framework for Learning Human-Object Interaction Skills.

Dayang Liang, Yuhang Lin, Xinzhe Liu, Jiyuan Shi, Yunlong Liu, Chenjia Bai

CoRR, March, 2026

Task-Aware Exploration via a Predictive Bisimulation Metric.

Dayang Liang, Ruihan Liu, Lipeng Wan, Yunlong Liu, Bo An

CoRR, February, 2026

Learning representations via dynamics-based behavioral similarity for deep reinforcement learning.

Dayang Liang, Yunlong Liu

Neural Networks, 2026

2024

Sequential action-induced invariant representation for reinforcement learning.

Dayang Liang, Qihang Chen, Yunlong Liu

Neural Networks, 2024

Learning Task-relevant Sequence Representations via Intrinsic Dynamics Characteristics in Reinforcement Learning.

Dayang Liang, Jinyang Lai, Yunlong Liu

CoRR, 2024

Episodic Reinforcement Learning with Expanded State-reward Space.

Dayang Liang, Yaru Zhang, Yunlong Liu

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

The treatment of sepsis: an episodic memory-assisted deep reinforcement learning approach.

Dayang Liang, Huiyi Deng, Yunlong Liu

Appl. Intell., May, 2023

2022

Hard Negative Sample Mining for Contrastive Representation in Reinforcement Learning.

Qihang Chen, Dayang Liang, Yunlong Liu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

2021

Gated multi-attention representation in reinforcement learning.

Dayang Liang, Qihang Chen, Yunlong Liu

Knowl. Based Syst., 2021