An experimental evaluation of deep reinforcement learning algorithms for HVAC control.
Antonio ManjavacasAlejandro Campoy-NievesJavier Jiménez RabosoMiguel Molina-SolanaJuan Gómez-RomeroPublished in: Artif. Intell. Rev. (2024)
Keyphrases
- reinforcement learning algorithms
- experimental evaluation
- reinforcement learning
- markov decision processes
- model free
- state space
- learning algorithm
- temporal difference
- control system
- function approximation
- reinforcement learning methods
- partially observable environments
- multi agent
- control problems
- dynamic environments
- hidden markov models
- control strategies
- reward function
- neural network
- action space
- reinforcement learning problems
- eligibility traces