Multi-objective Reinforcement Learning for Responsive Grids.
Julien PerezCécile Germain-RenaudBalázs KéglCharles LoomisPublished in: J. Grid Comput. (2010)
Keyphrases
- multi objective
- reinforcement learning
- multi objective optimization
- evolutionary algorithm
- optimization algorithm
- function approximation
- genetic algorithm
- objective function
- multiple objectives
- multi objective optimization problems
- reinforcement learning algorithms
- multiobjective optimization
- markov decision processes
- model free
- state space
- conflicting objectives
- multi agent
- particle swarm optimization
- evolutionary optimization
- pareto optimal
- transition model
- learning algorithm
- machine learning
- multi agent reinforcement learning
- weighted distance transforms
- multiagent evolutionary algorithm
- nsga ii
- optimal policy
- temporal difference
- multi criteria
- grid computing
- multi objective evolutionary algorithms
- optimal control
- learning problems
- supervised learning
- multiobjective evolutionary algorithm
- robotic control
- multi objective evolutionary
- trade off
- neural network