Deep Reinforcement Learning based HVAC Control for Reducing Carbon Footprint of Buildings.
Kuldeep R. KurteKadir AmasyaliJeffrey MunkHelia ZandiPublished in: ISGT (2023)
Keyphrases
- reinforcement learning
- control problems
- optimal control
- robot control
- multi agent
- action selection
- control method
- control policy
- process control
- function approximation
- robotic systems
- markov decision processes
- state space
- control strategy
- learning algorithm
- urban areas
- urban environments
- adaptive control
- control strategies
- radial basis function
- fault diagnosis
- control system
- temporal difference learning
- control policies
- carbon dioxide