Reinforcement Learning for Scheduling of Maintenance.
Michael KnowlesDavid BagleeStefan WermterPublished in: SGAI Conf. (2010)
Keyphrases
- reinforcement learning
- preventive maintenance
- scheduling problem
- function approximation
- scheduling algorithm
- reinforcement learning algorithms
- round robin
- dynamic scheduling
- model free
- machine learning
- resource constraints
- resource allocation
- multi agent
- markov decision processes
- optimal policy
- temporal difference
- state space
- temporal difference learning
- multi agent reinforcement learning
- knowledge acquisition
- response time
- parallel machines
- supervised learning
- learning process
- parallel processors
- data sets
- scheduling strategy