Data-Driven Theory-guided Learning of Partial Differential Equations using SimultaNeous Basis Function Approximation and Parameter Estimation (SNAPE).
Sutanu BhowmickSatish NagarajaiahPublished in: CoRR (2021)
Keyphrases
- parameter estimation
- function approximation
- reinforcement learning
- partial differential equations
- learning tasks
- least squares
- maximum likelihood
- learning algorithm
- temporal difference learning
- learning process
- random fields
- prior knowledge
- artificial neural networks
- model selection
- machine learning
- function approximators
- face recognition
- image sequences
- image processing
- e learning
- td learning
- temporal difference methods