Towards the Intelligent Home: Using Reinforcement-Learning for Optimal Heating Control.
Alexander ZengerJochen SchmidtMichael KrödelPublished in: KI (2013)
Keyphrases
- reinforcement learning
- optimal control
- control policy
- control problems
- dynamic programming
- state space
- remote control
- control system
- adaptive control
- control strategies
- learning capabilities
- markov decision processes
- control method
- robot control
- control policies
- action selection
- policy search
- neural network
- robotic control
- model free
- function approximation
- control strategy
- multi agent
- data acquisition
- optimal policy
- intelligent systems
- situational awareness
- decision support
- learning process
- approximate dynamic programming
- machine learning