Optimal preventive maintenance policy based on reinforcement learning of a fleet of military trucks.
Stéphane R. A. BardeSoumaya YacoutHayong ShinPublished in: J. Intell. Manuf. (2019)
Keyphrases
- reinforcement learning
- preventive maintenance
- control policy
- optimal policy
- control policies
- dynamic programming
- policy search
- action selection
- optimal control
- markov decision process
- state space
- scheduling problem
- reinforcement learning algorithms
- optimal solution
- markov decision problems
- genetic algorithm
- relational databases
- average cost
- average reward
- objective function
- decision making
- continuous state spaces
- learning algorithm