Neuro-Evolutionary Direct Policy Search for Multiobjective Optimal Control.
Marta ZanioloMatteo GiulianiAndrea CastellettiPublished in: IEEE Trans. Neural Networks Learn. Syst. (2022)
Keyphrases
- optimal control
- multi objective
- direct policy search
- reinforcement learning
- genetic algorithm
- evolutionary algorithm
- control problems
- optimization algorithm
- evolutionary computation
- multiobjective optimization
- dynamic programming
- multiple objectives
- neural network
- objective function
- artificial neural networks
- feedback control
- control strategy
- particle swarm optimization
- infinite horizon
- neuro fuzzy
- function approximation
- control law
- action selection
- optimal control problems
- state space
- model free
- differential evolution
- markov decision processes
- optimization problems
- learning algorithm
- reinforcement learning algorithms
- fitness function
- dynamic environments
- markov decision process
- policy iteration
- machine learning