On the Performance of Data-Driven Reinforcement Learning for Commercial HVAC Control.
Samy FaddelGuanyu TianQun ZhouHaneen AburubPublished in: IAS (2020)
Keyphrases
- data driven
- reinforcement learning
- optimal control
- robot control
- control problems
- function approximation
- control strategies
- control system
- robotic control
- adaptive control
- control method
- machine learning
- robotic systems
- control policy
- data acquisition
- markov decision processes
- state space
- dynamic programming
- fault diagnosis
- learning classifier systems
- optimal policy
- action selection
- temporal difference
- process control
- learning process
- decision making
- learning algorithm