Learning about structural errors in models of complex dynamical systems.
Jinlong WuMatthew E. LevineTapio SchneiderAndrew M. StuartPublished in: J. Comput. Phys. (2024)
Keyphrases
- dynamical systems
- predictive state representations
- latent variable models
- prior knowledge
- learning problems
- reinforcement learning methods
- complex systems
- reinforcement learning
- probabilistic model
- dynamic systems
- differential equations
- hidden variables
- qualitative models
- qualitative simulation
- phase space
- learning algorithm
- dynamic bayesian networks
- partial differential equations
- ordinary differential equations
- connectionist networks
- dynamical models