Feature detection apparatus and methods for training of robotic navigation

BI Gabardos, A Smith, P O'connor - US Patent 9,630,318, 2017 - Google Patents
(57) ABSTRACT A robotic device may be operated by a learning controller comprising a
feature learning configured to determine con trol signal based on sensory input. An input …

Systems and methods for robotic path planning

O Sinyavskiy, JB Passot, BI Gabardos… - US Patent 10,293,485, 2019 - Google Patents
Abstract Systems and methods for robotic path planning are disclosed. In some
implementations of the present disclosure, a robot can generate a cost map associated with …

Adaptive predictor apparatus and methods

E Izhikevich, O Sinyavskiy, JB Passot - US Patent 9,764,468, 2017 - Google Patents
US9764468B2 - Adaptive predictor apparatus and methods - Google Patents
US9764468B2 - Adaptive predictor apparatus and methods - Google Patents Adaptive …

Robotic training apparatus and methods

JB Passot, O Sinyavskiy, F Ponulak, P Laurent… - US Patent …, 2016 - Google Patents
2002/0169733 A1 11, 2002 Peters 2013, OO73484 A1 3/2013 Izhikevich 2003, OO23347
A1 1/2003 Konno 2013, OO73491 A1 3/2013 Izhikevich 2003/0050903 A1 3/2003 Liaw …

Hierarchical robotic controller apparatus and methods

JB Passot, O Sinyavskiy, F Ponulak, P Laurent… - US Patent …, 2017 - Google Patents
(57) ABSTRACT A robot may be trained by a user guiding the robot along target trajectory
using a control signal. A robot may com prise an adaptive controller. The controller may be …

Apparatus and methods for training of robotic control arbitration

JB Passot, P Laurent, E Izhikevich - US Patent 9,579,789, 2017 - Google Patents
Apparatus and methods for arbitration of control signals for robotic devices. A robotic device
may comprise an adaptive controller comprising a plurality of predictors configured to …

Apparatus and methods for training of robots

AT Smith, V Polonichko - US Patent 9,687,984, 2017 - Google Patents
(57) ABSTRACT A random k-nearest neighbors (RKNN) approach may be used for
regression/classification model wherein the input includes the k closest training examples in …

Apparatus and methods for operating robotic devices using selective state space training

JB Passot, O Sinyavskiy, E Izhikevich - US Patent 9,566,710, 2017 - Google Patents
Apparatus and methods for training and controlling of eg, robotic devices. In one
implementation, a robot may be utilized to perform a target task characterized by a target …

Apparatus and methods for programming and training of robotic household appliances

B Szatmary, V Polonichko - US Patent 9,717,387, 2017 - Google Patents
Apparatus and methods for training and operating of robotic appliances. Robotic appliance
may be operable to clean user premises. The user may train the appliance to perform …

Systems and methods for automatic detection of spills

D Fisher, C Griffin, M Richert, F Piekniewski… - US Patent …, 2018 - Google Patents
Abstract Systems and methods for automatic detection of spills are disclosed. In some
exemplary implementations, a robot can have a spill detector comprising at least one optical …