PDE-based Dynamic Density Estimation for Large-scale Agent Systems.
Tongjia ZhengQing HanHai LinPublished in: CoRR (2020)
Keyphrases
- density estimation
- agent systems
- dynamic environments
- probability density
- intelligent agents
- mixture model
- density function
- multi agent systems
- mixture modeling
- agent technology
- multivariate gaussian distribution
- kernel density estimation
- probability density function
- outlier detection
- parzen window
- databases
- mobile agents
- em algorithm
- expectation maximization
- density estimators
- generative model
- nonparametric density estimation
- gaussian mixture model
- principal component analysis
- mobile robot