The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
May. 28, 2019

Filed:

Nov. 20, 2015
Applicant:

Neurala, Inc., Boston, MA (US);

Inventors:

Anatoly Gorshechnikov, Newton, MA (US);

Massimiliano Versace, South Boston, MA (US);

Tim Barnes, Seattle, WA (US);

Assignee:

Neurala, Inc., Boston, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B25J 9/16 (2006.01); G06N 3/02 (2006.01); G06F 17/30 (2006.01); G06N 5/02 (2006.01); G06N 3/00 (2006.01); G06K 9/46 (2006.01);
U.S. Cl.
CPC ...
B25J 9/1694 (2013.01); B25J 9/1664 (2013.01); B25J 9/1697 (2013.01); G06F 17/30241 (2013.01); G06F 17/30321 (2013.01); G06K 9/4619 (2013.01); G06K 9/4671 (2013.01); G06N 3/008 (2013.01); G06N 3/02 (2013.01); G06N 5/02 (2013.01); Y04S 10/54 (2013.01); Y10S 901/01 (2013.01); Y10S 901/09 (2013.01); Y10S 901/46 (2013.01); Y10S 901/47 (2013.01);
Abstract

The systems and methods disclosed herein include a path integration system that calculates optic flow, infers angular velocity from the flow field, and incorporates this velocity estimate into heading calculations. The resulting system fuses heading estimates from accelerometers, gyroscopes, engine torques, and optic flow to determine self-localization. The system also includes a motivational system that implements a reward drive, both positive and negative, into the system. In some implementations, the drives can include: a) a curiosity drive that encourages exploration of new areas, b) a resource drive that attracts the agent towards the recharging base when the battery is low, and c) a mineral reward drive that attracts the agent towards previously explored scientific targets.


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