Residential Demand Response Applications Using Batch Reinforcement Learning.
Frederik RuelensBert ClaessensStijn VandaelBart De SchutterRobert BabuskaRonnie BelmansPublished in: CoRR (2015)
Keyphrases
- reinforcement learning
- batch size
- batch mode
- function approximation
- state space
- temporal difference learning
- machine learning
- markov decision processes
- transfer learning
- batch processing
- inventory control
- learning algorithm
- dynamic programming
- multi agent
- model free
- reinforcement learning algorithms
- robotic control
- inventory management
- real estate
- temporal difference
- learning classifier systems
- optimal control
- optimal policy
- active learning