Physics-Coupled Spatio-Temporal Active Learning for Dynamical Systems.
Yu HuangYufei TangXingquan ZhuMin ShiAli Muhamed AliHanqi ZhuangLaurent M. ChérubinPublished in: CoRR (2021)
Keyphrases
- dynamical systems
- spatio temporal
- active learning
- differential equations
- dynamic systems
- spatial and temporal
- semi supervised
- image sequences
- control theory
- nonlinear dynamical systems
- qualitative simulation
- state space
- space time
- linear systems
- phase space
- learning algorithm
- machine learning
- partially observable
- random sampling
- training set
- human motion
- moving objects
- nonlinear dynamics
- agent environment
- predictive state representations
- dynamical behavior
- sample size
- hamilton jacobi bellman
- transfer learning
- markov chain
- supervised learning
- linear quadratic
- data mining