Multi-Objective Workflow Scheduling With Deep-Q-Network-Based Multi-Agent Reinforcement Learning. - Yuandou Wang; Hang Liu 002; Wanbo Zheng; Yunni Xia; Yawen Li; Peng Chen 007; Kunyin Guo; Hong Xie (IEEE Access, 2019)

A Novel Reinforcement-Learning-Based Approach to Scientific Workflow Scheduling. - Hang Liu 002; Yunni Xia; Lei Wu; Peng Chen 007 (ICNSC, 2020)

Scheduling Multi-workflows over Edge Computing Resources with Time-Varying Performance, A Novel Probability-Mass Function and DQN-Based Approach. - Hang Liu 002; Yuyin Ma; Peng Chen 007; Yunni Xia; Yong Ma; Wanbo Zheng; Xiaobo Li (ICWS, 2020)