A Reinforcement Learning Approach to Setting Multi-Objective Goals for Energy Demand Management.
Ying GuoAstrid ZemanRongxin LiPublished in: Int. J. Agent Technol. Syst. (2009)
Keyphrases
- multi objective
- reinforcement learning
- multi objective optimization
- evolutionary algorithm
- management system
- optimization algorithm
- demand forecasting
- multiple objectives
- function approximation
- energy consumption
- energy minimization
- learning algorithm
- solar energy
- model free
- information management
- particle swarm optimization
- objective function
- energy supply
- data management
- genetic algorithm
- multi objective optimization problems
- high demand
- multiobjective optimization
- bi objective
- multi objective evolutionary
- nsga ii
- reinforcement learning algorithms
- balancing exploration and exploitation
- electrical energy
- conflicting objectives
- distribution network
- decision support
- trade off
- mobile robot
- state space
- knowledge management
- project management
- genetic programming
- markov decision processes
- power system
- optimal policy