Multiobjective Reinforcement Learning for Cognitive Satellite Communications Using Deep Neural Network Ensembles.
Paulo Victor Rodrigues FerreiraRandy C. PaffenrothAlexander M. WyglinskiTimothy M. HackettSven G. BilénRichard C. ReinhartDale J. MortensenPublished in: IEEE J. Sel. Areas Commun. (2018)
Keyphrases
- neural network ensembles
- multi objective
- reinforcement learning
- optimization algorithm
- evolutionary algorithm
- multiobjective optimization
- multi objective optimization
- objective function
- communication systems
- particle swarm optimization
- neural network
- remote sensing
- multiple objectives
- genetic algorithm
- reinforcement learning algorithms
- pareto optimal
- information processing
- decision making
- function approximation
- cognitive architecture
- communication networks
- cognitive science
- markov decision processes
- multiobjective evolutionary algorithm
- multiobjective genetic algorithm
- state space
- multiobjective evolutionary algorithms
- learning algorithm
- nsga ii
- learning process
- cognitive model
- artificial bee colony
- machine learning
- temporal difference
- action selection
- mental models
- optimal control
- cognitive radio
- transfer learning
- uniform design
- linear programming
- dynamic programming
- multi agent
- evolutionary multiobjective