ACTION SELECTION APPARATUS AND METHODS

• US 20150005937A1
• Filed: 06/27/2013
• Published: 01/01/2015
• Est. Priority Date: 06/27/2013
• Status: Abandoned Application

• Current Assignee: Brain Corporation
• Original Assignee: Brain Corporation
• Inventors: Ponulak, Filip
• Application Number:
  US13/928,775
• Publication Number:
  US 20150005937A1
• Time in Patent Office: Days
• US Class Current: 700/253
• CPC Class Codes: G06N 3/049 Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs
• CPC Class Codes: Y10S 901/01 Mobile robot
• CPC Class Codes: Y10S 901/47 Optical

Abstract

An action for execution by a robotic device may be selected. A robotic controller may determine that two or more actions are to be executed based on analysis of sensory and/or training input. The actions may comprise target approach and/or obstacle avoidance. Execution of individual actions may be based on a control signal and a separate activation signal being generated by the controller. Control signal execution may be inhibited by the controller relay block. Multiple activation signals may compete with one another in winner-take-all action selection network to produce selection signal. The selection signal may temporarily pause inhibition of a respective portion of the relay block that is associated with the winning activation signal channel. A disinhibited portion of the relay block may provide the respective control signal for execution by a controllable element. Arbitration between individual actions may be performed based on evaluation of activation signals.

Claims

1. A non-transitory computer readable medium having instructions embodied thereon, the instructions being executable by a processor to perform a method for controlling a robotic platform, the method comprising:

providing a first activation signal, a second activation signal, a first motor control signal, and a second motor control signal, the first activation signal being associated with the first motor control signal and the second activation signal being associated with the second motor control signal;

selecting the first motor control signal for execution, the selection based on a comparison of the first activation signal and the second activation signal; and

instructing the robotic platform to perform a first action based on execution of the first motor control signal.

2. A robotic controller apparatus, the apparatus comprising:

one or more processors configured to execute computer program modules to cause one or more processors to;

provide a first control signal and a second control signal, the first control signal being configured to operate first controllable element of a robotic platform and the second control signal being configured to operate a second controllable element of the robotic platform;

provide a first activation signal and a second activation signal, the first control signal and the second control signal each being configured to enable actuation of the first and second controllable elements, respectively;

determine an enable signal based on competitive information associated with the first control signal and the second control signal; and

enable execution of one and only one of the first control signal or the second control signal based on the enable signal.

3. The apparatus of claim 2, wherein:

the first control signal and the second control signal are provided based on sensory input into the controller apparatus, the sensory input conveying information associated with one or both of the robotic platform or the surroundings; and

the execution of the first control signal or the second control signal by the controllable element is configured to enable the platform to accomplish a first task or a second task, execution of the second task being incompatible with execution of the first task.

4. The apparatus of claim 2, wherein the computer program are further executable to cause one or more processors to cause the first control signal to be provided to a first relay neuron and the second control signal to be provided to a second relay neuron, the first relay neuron being configured to prevent execution by the controllable element of the first control signal absent the enable signal and the second relay neuron being configured to prevent execution by the controllable element of the second control signal absent the enable signal.

5. The apparatus of claim 4, wherein:

the prevention of the execution is based on a first inhibitory signal and a second inhibitory signal being provided to the first relay neuron and the second relay neuron, respectively; and

the execution of the first control signal or the second control signal by the controllable element is configured based on an interruption of one of the first or the second inhibitory signals, the interruption based on the enable signal.

6. The apparatus of claim 5, wherein:

the sensory input comprises a video signal conveying a representation of one or both of a target or an obstacle;

the first task comprises a target approach maneuver; and

the second task comprises an obstacle avoidance maneuver.

7. The apparatus of claim 5, wherein:

the first control signal and the first activation signals are provided by a first task controller operable in accordance with the sensory input to execute the first task;

the second control signal and the second activation signals are provided by a second task controller operable in accordance with the sensory input to execute the second task; and

the interruption is effectuated by activation of one of a first selection neuron or a second selection neuron, activation of a given one of the first selection neuron or the second selection neuron being effectuated based on the enable signal.

8. The apparatus of claim 7, wherein the activation of a given one of the first selection neuron or the second selection neuron is effectuated based on the enable signal being configured based on evaluation of a parameter of the first activation signal versus the parameter of the second activation signal.

9. The apparatus of claim 8, wherein:

the evaluation comprises comparing an onset of the first activation signal to the onset of the second activation signal; and

the parameter comprises onset time.

10. The apparatus of claim 8, wherein:

the evaluation comprises comparing a magnitude of the first activation signal to a magnitude of the second activation signal; and

the parameter comprises activation signal magnitude.

11. The apparatus of claim 2, wherein:

the competitive information associated with the first control signal and the second control signal includes information based on an operation of a first selection neuron and a second selection neuron operable in accordance with a winner-take-all (WTA) process configured to produce the enable signal according to;

configuring the enable signal to activate the first task based on the WTA process indicating the first activation signal as a winning signal; and

configuring the enable signal to activate the second task based on the WTA process indicating the second activation signal as the winning signal.

12. A method of providing a selected control signal of a plurality of control signals to an actuator, the method comprising:

coupling individual ones of the plurality of control signals to a plurality of relays, individual ones of the plurality of relays being configured, responsive to being activated, to provide a respective control signal to the actuator;

preventing provision of all but one of the of plurality of control signals to the actuator by deactivating all but one of the of plurality of relays;

based on a plurality of activation signals associated with individual ones of the plurality of control signals, determining a relay selection signal configured to activate a relay of the plurality of relays; and

effectuating provision of the selected control signal responsive to activation of the relay of the plurality of relays based on the selection signal.

13. The method of claim 12, wherein individual ones of the plurality of control signal comprise spiking signal.

14. The method of claim 12, wherein:

the selected control signal and the selection signal comprise spiking signals; and

individual ones of the plurality of control signals comprise at least one of a spiking signal or an analog signal.

15. The method of claim 12, wherein individual ones of the plurality of activation signals comprise a binary signal.

16. The method of claim 12, wherein individual ones of the plurality of activation signals comprise digital signal characterized by two or more bits.