Peak shaving of a heterogeneous cluster of residential flexibility carriers using reinforcement learning.
Bert ClaessensStijn VandaelFrederik RuelensKlaas De CraemerB. BeusenPublished in: ISGT Europe (2013)
Keyphrases
- reinforcement learning
- function approximation
- clustering algorithm
- temporal difference
- markov decision processes
- reinforcement learning algorithms
- real estate
- model free
- machine learning
- data clustering
- optimal policy
- neural network
- optimal control
- hierarchical clustering
- state space
- learning process
- data sets
- real world
- unsupervised clustering
- temporal difference learning
- heterogeneous networks
- multi agent reinforcement learning
- policy search
- hurricane katrina
- data objects
- learning problems
- cluster analysis
- transfer learning
- energy consumption
- high dimensional
- web services
- genetic algorithm