Yan Yan

Distributed Real-Time Scheduling in Cloud Manufacturing by Deep Reinforcement Learning

Lixiang Zhang, Chen Yang, Yan Yan, 2022, IEEE Transactions on Industrial Informatics.

Joint optimisation for dynamic flexible job-shop scheduling problem with transportation time and resource constraints

Yaoguang Hu, Yu Guan, Weibo Ren, 2021, Int. J. Prod. Res..

Multi-agent policy learning-based path planning for autonomous mobile robots

Lixiang Zhang, Chen Yang, Yan Yan, 2024, Engineering Applications of Artificial Intelligence.

Deep reinforcement learning for dynamic scheduling of energy-efficient automated guided vehicles

Lixiang Zhang, Yan Yan, Yaoguang Hu, 2023, Journal of Intelligent Manufacturing.

Reinforcement learning and digital twin-based real-time scheduling method in intelligent manufacturing systems

Weibo Ren, Lixiang Zhang, Yan Yan, 2022, IFAC-PapersOnLine.

Dynamic flexible job-shop scheduling by multi-agent reinforcement learning with reward-shaping

Lixiang Zhang, Yan Yan, Yaoguang Hu, 2024, Adv. Eng. Informatics.