Logistics-involved task scheduling in cloud manufacturing with offline deep reinforcement learning.
Xiaohan WangLin ZhangYongkui LiuChun ZhaoPublished in: J. Ind. Inf. Integr. (2023)
Keyphrases
- reinforcement learning
- cloud computing environment
- logistics industry
- cloud computing
- function approximation
- manufacturing systems
- supply chain management
- state space
- computing systems
- real time
- scheduling algorithm
- energy aware
- semiconductor manufacturing
- manufacturing processes
- manufacturing process
- production planning
- quality control
- robotic control
- data center
- markov decision processes
- supply chain
- learning process
- multi agent
- resource management
- computing environments
- learning problems
- model free
- action selection
- production line
- petri net
- dynamic programming
- manufacturing environment
- decision making
- neural network