Abstract: A robot agent (102) includes an electro-mechanical subsystem (202), a sensor subsystem (204) having one or more sensors, and a computer hardware subsystem (206) to execute one or more sets of executable instructions (212, 214, 216, 218, 220). The one or more sets of executable instructions manipulate the robot agent to predict an action to be implemented by the robot agent in performing a task (112) and predict whether the robot agent will fail in performing the action. The one or more sets of executable instructions further manipulate the robot agent to, responsive to predicting the robot agent will fail in performing the action, obtain guidance input (116) for the first action from at least one guidance source, the guidance input representing guidance for performing the action by the robot agent, and manipulate the electro-mechanical subsystem to perform the action using the guidance input.

Abstract: In various embodiments communications latency and/or bandwidth of a communications connection between a device being controlled a remote operator workstation being used to control the device is measured. One or more parameters of the system, e.g., operator control stations and/or the device, e.g., robotic device, being remotely controlled, e.g., teleoperated, are altered in response to one or more of: i) communications latency, ii) communications bandwidth, iii) a task to be performed; and/or iv) environmental conditions. By changing such parameters, things such as maximum speed of device operation, a maximum acceleration or a maximum rate of movement of a device element such as forks of a forklift the device can be controlled or limited. The changing of parameters takes into consideration one, more or all of: i) communications latency, ii) communications bandwidth, iii) a task to be performed; and/or iv) environmental conditions.