Data Homogenization Method for Heterogeneous Sensors Applied to Reinforcement Learning.
Elizabeth Palacios-MorochoPablo López-MunozManuel A. CostánJosé F. MonserratPublished in: IEEE Access (2023)
Keyphrases
- synthetic data
- input data
- prior knowledge
- data sets
- database
- noisy data
- sensor data
- high accuracy
- test data
- detection method
- reinforcement learning
- missing values
- missing data
- dynamic programming
- probabilistic model
- pairwise
- prior information
- training samples
- training data
- statistical methods
- data sources
- preprocessing
- heterogeneous data
- machine learning
- function approximation
- data mining techniques
- policy search
- privacy preserving
- data collection
- dimensionality reduction
- image data
- decision trees
- real time