On the Limitations of Scalarisation for Multi-objective Reinforcement Learning of Pareto Fronts.
Peter VamplewJohn YearwoodRichard DazeleyAdam BerryPublished in: Australasian Conference on Artificial Intelligence (2008)
Keyphrases
- multi objective
- pareto fronts
- reinforcement learning
- evolutionary algorithm
- multi objective problems
- nsga ii
- multi objective optimization
- optimization algorithm
- particle swarm optimization
- pareto dominance
- genetic algorithm
- pareto optimal
- objective function
- multiobjective optimization
- multiple objectives
- project scheduling
- dynamic programming
- multi agent
- optimization problems
- multi criteria
- bi objective
- artificial bee colony
- special case
- differential evolution
- resource allocation
- particle swarm
- multi objective evolutionary algorithms