The Belief Roadmap: Efficient Planning in Belief Space by Factoring the Covariance

When a mobile agent does not known its position perfectly, incorporating the predicted uncertainty of future position estimates into the planning process can lead to substantially better motion performance. However, planning in the space of probabilistic position estimates, or belief space, can incu...

Full description

Bibliographic Details
Main Authors: Roy, Nicholas (Contributor), Prentice, Samuel James (Contributor)
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Sage Publications, 2010-09-29T14:49:03Z.
Subjects:
Online Access:Get fulltext