TimeGAN as a Simulator for Reinforcement Learning Training in Programmable Data Planes.
Thiago Caproni TavaresLeandro C. de AlmeidaWashington Rodrigo Dias da SilvaMarco ChiesaFábio L. VerdiPublished in: NOMS (2024)
Keyphrases
- data sets
- reinforcement learning
- statistical analysis
- image data
- data processing
- original data
- training examples
- data quality
- database
- data sources
- complex data
- high dimensional data
- computer systems
- data collection
- raw data
- experimental data
- data distribution
- statistical methods
- prior knowledge
- data mining techniques
- training data
- multi agent
- data objects
- function approximation
- training dataset
- sensor data
- high quality
- input data
- low cost
- state space
- training set
- data points
- end users
- active learning