Deep State Space Models for Nonlinear System Identification.
Daniel GedonNiklas WahlströmThomas B. SchönLennart LjungPublished in: CoRR (2020)
Keyphrases
- state space
- complex systems
- experimental data
- dynamic programming
- model selection
- least squares
- belief nets
- deep architectures
- dynamic systems
- markov decision processes
- statistical models
- statistical model
- information systems
- probabilistic model
- hidden markov models
- prior knowledge
- search space
- reinforcement learning
- knowledge base
- feature selection