Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-Aware Dynamics Modeling and Control.
Jeremy MortonFreddie D. WitherdenMykel J. KochenderferPublished in: IJCAI (2019)
Keyphrases
- modeling framework
- physical processes
- experimental data
- model validation
- modeling method
- probabilistic model
- hybrid models
- complex systems
- modeling tool
- model construction
- agent based simulations
- bayesian networks
- numerical algorithms
- mathematical modeling
- computational modeling
- deep learning
- mathematical models
- control algorithm
- computational models
- parameter estimation
- prior knowledge
- reinforcement learning