Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems.
Rui WangDanielle C. MaddixChristos FaloutsosYuyang WangRose YuPublished in: L4DC (2021)
Keyphrases
- dynamical systems
- data driven
- predictive state representations
- learning algorithm
- reinforcement learning methods
- nonlinear dynamical systems
- machine learning
- learning problems
- dynamic systems
- connectionist networks
- latent variable models
- qualitative simulation
- phase space
- reinforcement learning
- image sequences
- learning tasks
- hidden variables
- linear systems