Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning.
Frederik RuelensBert J. ClaessensPeter VrancxFred SpiessensGeert DeconinckPublished in: CoRR (2017)
Keyphrases
- reinforcement learning
- load balancing
- dynamic response
- control problems
- optimal control
- control system
- dynamic programming
- data acquisition
- adaptive control
- control method
- control strategy
- response time
- action selection
- control strategies
- computer controlled
- load distribution
- learning algorithm
- sparse representation
- optimal policy
- learning problems
- compressed sensing
- control policy
- supervised learning
- state space
- machine learning