Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation.
Chi ZhangSanmukh R. KuppannagariRajgopal KannanViktor K. PrasannaPublished in: BuildSys@SenSys (2019)
Keyphrases
- reinforcement learning
- neural network
- probabilistic model
- probability distribution
- mathematical model
- high level
- closed form
- experimental data
- prior knowledge
- cost function
- dynamic programming
- adaptation process
- formal model
- error bounds
- response time
- management system
- scheduling problem
- expert systems
- lower bound
- decision trees
- decision making
- machine learning