Sample Complexity of Networked Control Systems Over Unknown Channels.
Konstantinos GatsisGeorge J. PappasPublished in: CDC (2018)
Keyphrases
- sample complexity
- networked control systems
- theoretical analysis
- long time delay
- learning problems
- pac learning
- upper bound
- supervised learning
- lower bound
- learning algorithm
- special case
- feedback control
- active learning
- generalization error
- control theory
- communication networks
- sample size
- training examples
- packet loss
- learning tasks
- control method
- pid controller
- feature extraction
- machine learning algorithms
- semi supervised learning
- image quality
- control system
- reinforcement learning
- guaranteed cost