Simulation-optimization using a reinforcement learning approach.
Carlos D. Paternina-ArboledaJairo R. Montoya-TorresAldo Fabregas-ArizaPublished in: WSC (2008)
Keyphrases
- reinforcement learning
- optimization problems
- real robot
- global optimization
- optimization process
- optimization algorithm
- optimization model
- machine learning
- optimization methods
- state space
- simulation model
- markov decision processes
- optimization method
- metabolic engineering
- function approximation
- optimal policy
- optimization strategies
- learning algorithm
- robocup soccer
- learning problems
- simulation models
- reinforcement learning algorithms
- evolution strategy
- data sets
- learning process
- search algorithm
- data mining