Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems.
Rui WangDanielle C. MaddixChristos FaloutsosYuyang WangRose YuPublished in: CoRR (2020)
Keyphrases
- qualitative simulation
- dynamical systems
- predictive state representations
- data driven
- reinforcement learning methods
- partially observable
- nonlinear dynamical systems
- differential equations
- learning algorithm
- connectionist networks
- dynamic systems
- control theory
- state space
- linear systems
- control system
- neural network
- learning problems
- past observations
- search space
- machine learning