Lenovo Schedules Laptop Manufacturing Using Deep Reinforcement Learning.
Yi LiangZan SunTianheng SongQiang ChouWei FanJianping FanYong RuiQiping ZhouJessie BaiChun YangPeng BaiPublished in: INFORMS J. Appl. Anal. (2022)
Keyphrases
- reinforcement learning
- scheduling problem
- quality control
- function approximation
- learning algorithm
- state space
- reinforcement learning algorithms
- manufacturing processes
- decision making
- optimal control
- semiconductor manufacturing
- policy search
- temporal difference
- production planning
- manufacturing industry
- model free
- optimal policy
- manufacturing environment
- multi agent reinforcement learning
- robotic control
- machine learning
- action selection
- manufacturing systems
- information systems
- manufacturing process
- control policy
- production process
- deep learning
- transition model
- supply chain
- genetic algorithm