33 search results - page 4 / 7 » Probabilistic Modeling of Mobile Agents' Trajectories |
97
Voted
ICML
2010
IEEE
14 years 12 months ago
2010
IEEE
We present an overview of FAB-MAP, an algorithm for place recognition and mapping developed for infrastructure-free mobile robot navigation in large environments. The system allow...
94
Voted
AAAI
2000
15 years 1 months ago
2000
We present a Bayesian clustering algorithm for multivariate time series. A clustering is regarded as a probabilistic model in which the unknown auto-correlation structure of a tim...
AAAI
2006
15 years 1 months ago
2006
As embedded systems grow increasingly complex, there is a pressing need for diagnosing and monitoring capabilities that estimate the system state robustly. This paper is based on ...
104
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AAAI
2011
13 years 11 months ago
2011
This paper describes a new model for understanding natural language commands given to autonomous systems that perform navigation and mobile manipulation in semi-structured environ...
125
Voted
MMAS
2011
Springer
14 years 6 months ago
2011
Springer
While existing mathematical descriptions can accurately account for phenomena at microscopic scales (e.g. molecular dynamics), these are often high-dimensional, stochastic and thei...