Demonstrating Reinforcement Learning for Maintenance Scheduling in a Production Environment.
Jakob GinerRaphael LamprechtViola GallinaCatherine LaflammeLennard SielaffWilfried SihnPublished in: ETFA (2021)
Keyphrases
- reinforcement learning
- preventive maintenance
- shop floor
- scheduling problem
- real time
- maintenance activities
- dynamic environments
- markov decision processes
- production scheduling
- production planning
- autonomous agents
- resource allocation
- state space
- mobile robot
- response time
- production system
- manufacturing systems
- function approximation
- optimal control
- autonomous robots
- temporal difference
- reinforcement learning algorithms
- learning process
- e learning
- neural network