Exploring Model Structures to Reduce Data Requirements for Neural ODE Learning in Control Systems.
Takanori HashimotoNobuyuki MatsuiNaotake KamiuraTeijiro IsokawaPublished in: J. Adv. Comput. Intell. Intell. Informatics (2023)
Keyphrases
- prior knowledge
- learning models
- data sets
- experimental data
- computational model
- learning scheme
- hidden variables
- measured data
- sensory data
- input data
- database
- learned models
- probabilistic model
- data points
- test data
- simulation data
- data mining techniques
- data structure
- learning algorithm
- mathematical model
- recurrent networks
- background knowledge
- em algorithm
- data collection
- data sources
- labeled data
- neural model
- control system
- active learning
- data analysis
- reinforcement learning
- accurate models
- training data