TUNEOPT: An Evolutionary Reinforcement Learning HVAC Controller For Energy-Comfort Optimization Tuning.
Mostafa MeimandVanshaj KhattarZahra YazdaniFarrokh JazizadehMing JinPublished in: BuildSys@SenSys (2023)
Keyphrases
- reinforcement learning
- machine learning
- optimal control
- control system
- optimization algorithm
- optimization process
- function approximation
- markov decision processes
- fault diagnosis
- energy consumption
- fine tuning
- reinforcement learning algorithms
- global optimization
- closed loop
- energy minimization
- control strategy
- control policy
- controller design
- adaptive control
- distribution network
- control algorithm
- optimization method
- optimal policy
- state space
- multi objective
- learning algorithm