A Generative Hyper-Heuristic based on Multi-Objective Reinforcement Learning: the UAV Swarm Use Case.
Gabriel DufloGrégoire DanoyEl-Ghazali TalbiPascal BouvryPublished in: CEC (2022)
Keyphrases
- multi objective
- reinforcement learning
- particle swarm optimization
- multi swarm
- particle swarm
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- objective function
- genetic algorithm
- multiple objectives
- function approximation
- pso algorithm
- generative model
- state space
- unmanned aerial vehicles
- multiobjective optimization
- swarm intelligence
- reinforcement learning algorithms
- markov decision processes
- pareto optimal
- nsga ii
- conflicting objectives
- bi objective
- multi agent
- multi objective optimization problems
- model free
- path planning
- dynamic programming
- particle swarm optimizer
- requirements elicitation
- optimal control
- multiagent evolutionary algorithm
- trade off
- particle swarm optimization pso
- temporal difference
- learning algorithm
- vision based navigation
- multi objective evolutionary
- particle swarm optimization algorithm
- control algorithm
- machine learning
- action selection
- collective behavior
- discriminative learning
- dynamic environments
- cooperative
- optimal policy
- differential evolution