Some implementations of this specification are directed generally to deep machine learning
methods and apparatus related to predicting motion (s)(if any) that will occur to object (s) in …

Robotic systems, methods of operation of robotic systems, and storage media including
processor-executable instructions are disclosed herein. The system may include a robot, at …

Robotic devices may be operated by users remotely. A learning controller apparatus may
detect remote transmissions comprising user control instructions. The learning apparatus …

Data streams from multiple image sensors may be combined in order to form, for example,
an interleaved video stream. The video stream may be encoded using a motion estimation …

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 navigation of a robotic device configured to operate in an
environment comprising objects and/or persons. Location of objects and/or persons may …

Apparatus and methods for implementing learning by robotic devices. Attention of the robot
may be manipulated by use of a spot-light device illuminating a portion of the aircraft …

Various embodiments enable a robot, or other autonomous or semi-autonomous device or
system, to receive data involving the performance of a task in the physical world. The data …

Robotic devices may be trained using saliency maps derived from gaze of a trainer. In
navigation applications, the saliency map may correspond to portions of the environment …

Apparatus and methods for training and controlling of, for instance, robotic devices. In one
implementation, a robot may be trained by a user using supervised learning. The user may …