Physics-guided Deep Markov Models for Learning Nonlinear Dynamical Systems with Uncertainty.

Wei Liu Zhilu Lai Kiran Bacsa Eleni Chatzi

Published in: CoRR (2021)

Keyphrases

markov models
hidden state
learning algorithm
reinforcement learning
hidden markov models
markov model
nonlinear dynamical systems
machine learning
image processing
state space
maximum likelihood
background knowledge
closed loop
sequence classification