Reinforcement Learning for Optimal HVAC Control: From Theory to Real-World Applications.
Khalil Al SayedAbhinandana BoodiRoozbeh Sadeghian BroujenyKarim BeddiarPublished in: IECON (2023)
Keyphrases
- optimal control
- reinforcement learning
- real world
- control policy
- control problems
- control theory
- dynamic programming
- function approximation
- wide range
- robot control
- markov decision
- optimal policy
- control strategies
- data sets
- optimal solution
- action selection
- closed form
- neural network
- model free
- long run
- case study
- control strategy
- dynamical systems
- adaptive control
- theoretical framework
- computational model
- state space
- control system
- learning algorithm
- control policies
- machine learning