Belief space planning assuming maximum likelihood observations

We cast the partially observable control problem as a fully observable underactuated stochastic control problem in belief space and apply standard planning and control techniques. One of the difficulties of belief space planning is modeling the stochastic dynamics resulting from unknown future o...

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Autores Principales: Platt, Robert, Tedrake, Russell Louis, Kaelbling, Leslie P., Lozano-Perez, Tomas
其他作者: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
格式: Artículo
語言:en_US
出版: 2011
在線閱讀:http://hdl.handle.net/1721.1/62571
https://orcid.org/0000-0002-8657-2450
https://orcid.org/0000-0002-8712-7092
https://orcid.org/0000-0001-6054-7145
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