An efficient and adaptive design of reinforcement learning environment to solve job shop scheduling problem with soft actor-critic algorithm. - Jinghua Si; Xinyu Li 001; Liang Gao 001; Peigen Li (Int. J. Prod. Res., 2024)

A deep reinforcement learning method based on Hindsight experience replay for multi-objective dynamic job-shop scheduling problem. - Zhiyuan Shi; Jinghua Si; Jian Zhang; Zhi Pang; Haojie Chen; Guofu Ding (Expert Syst. Appl., 2025)