Production rescheduling via explorative reinforcement learning while considering nervousness.
Sumin HwangboJ. Jay LiuJun-Hyung RyuHo Jae LeeJonggeol NaPublished in: Comput. Chem. Eng. (2024)
Keyphrases
- reinforcement learning
- shop floor
- function approximation
- temporal difference
- model free
- learning algorithm
- semiconductor manufacturing
- reinforcement learning algorithms
- state space
- markov decision processes
- robotic control
- limited capacity
- production planning
- production system
- machine learning
- manufacturing systems
- learning process
- markov decision process
- production cost
- action selection
- temporal difference learning
- manufacturing processes
- reinforcement learning methods
- multi agent
- autonomous learning
- real time
- neural network
- distribution networks
- multistage
- transfer learning
- quality control
- learning problems