Residential Demand Response of Thermostatically Controlled Loads Using Batch Reinforcement Learning.
Frederik RuelensBert J. ClaessensStijn VandaelBart De SchutterRobert BabuskaRonnie BelmansPublished in: IEEE Trans. Smart Grid (2017)
Keyphrases
- reinforcement learning
- batch size
- batch mode
- function approximation
- real estate
- state space
- response time
- multi agent
- data sets
- dynamic programming
- energy consumption
- transfer learning
- optimal control
- batch processing
- temporal difference
- dynamic response
- inventory management
- transition model
- learning classifier systems
- batch learning
- inventory systems
- dynamic pricing
- lot size
- energy saving
- incremental learning
- load balancing
- neural network