Using the XCS Classifier System for Multi-objective Reinforcement Learning Problems.
Matthew StudleyLarry BullPublished in: Artif. Life (2007)
Keyphrases
- multi objective
- reinforcement learning problems
- reinforcement learning algorithms
- evolutionary algorithm
- learning classifier systems
- reinforcement learning
- multi objective optimization
- function approximation
- optimization algorithm
- reinforcement learning methods
- markov decision problems
- particle swarm optimization
- genetic algorithm
- objective function
- policy iteration
- markov decision processes
- multiple objectives
- function approximators
- nsga ii
- model free
- learning algorithm
- state space
- action space
- pareto optimal
- dynamic programming
- multi agent