Using Active Queries to Infer Symmetric Node Functions of Graph Dynamical Systems.
Abhijin AdigaChris J. KuhlmanMadhav V. MaratheS. S. RaviDaniel J. RosenkrantzRichard Edwin StearnsPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- dynamical systems
- graph structure
- directed graph
- dynamic systems
- differential equations
- nonlinear dynamical systems
- query language
- qualitative simulation
- control theory
- state space
- linear systems
- edge weights
- random walk
- query processing
- undirected graph
- phase space
- partially observable
- dynamical behavior
- directed acyclic graph
- predictive state representations
- nonlinear dynamics
- weighted graph
- qualitative reasoning
- machine learning
- bipartite graph
- spatio temporal
- bayesian networks