Online authoring of robot autonomy applications
A method for online authoring of robot autonomy applications includes receiving sensor data of an environment about a robot while the robot traverses through the environment. The method also includes generating an environmental map representative of the environment about the robot based on the received sensor data. While generating the environmental map, the method includes localizing a current position of the robot within the environmental map and, at each corresponding target location of one or more target locations within the environment, recording a respective action for the robot to perform. The method also includes generating a behavior tree for navigating the robot to each corresponding target location and controlling the robot to perform the respective action at each corresponding target location within the environment during a future mission when the current position of the robot within the environmental map reaches the corresponding target location.
1. A method comprising:
receiving, at data processing hardware of a robot, from at least one sensor, sensor data associated with an environment of the robot based on a first traversal of the environment by one or more robots;
generating, by the data processing hardware, an environmental map representative of the environment based on the received sensor data;
identifying, by the data processing hardware, for performance at a first target location within the environment, a first plurality of actions available for selection based on the first traversal of the environment by the one or more robots, wherein the first plurality of actions available for selection is linked to the first target location;
providing, by the data processing hardware, to a user computing device, data indicative of the environmental map and the first plurality of actions available for selection;
receiving, by the data processing hardware, from the user computing device, data indicative of a first selected action for the robot to perform at the first target location chosen from the first plurality of actions available for selection;
based on receiving the data indicative of the first selected action for the robot to perform at the first target location, generating, by the data processing hardware, a mission, wherein the mission indicates the robot is to navigate from a location of the robot to the first target location based on the first plurality of actions available for selection being linked to the first target location, to determine that the location of the robot corresponds to the first target location, to perform the first selected action based on determining that the location of the robot corresponds to the first target location, and to navigate to a second target location; and
instructing, by the data processing hardware, the robot to autonomously perform the mission, wherein performance of the mission corresponds to a second traversal of the environment by the robot.
2. The method of claim 1 , wherein a second plurality of actions available for selection is linked to the second target location, wherein the second plurality of actions available for selection are different relative to the first plurality of actions available for selection, and wherein the mission further indicates the robot is to perform a second selected action, chosen from the second plurality of actions available for selection, at the second target location based on determining that the location of the robot corresponds to the second target location.
3. The method of claim 1 , further comprising:
identifying for performance at the second target location, a second plurality of actions available for selection based on the first traversal of the environment by the one or more robots;
providing, to the user computing device, data indicative of the second plurality of actions available for selection; and
receiving, from the user computing device, data indicative of a second selected action for the robot to perform at the second target location chosen from the second plurality of actions available for selection, wherein the mission further indicates the robot is to determine that the location of the robot corresponds to the second target location and to perform the second selected action at the second target location based on determining that the location of the robot corresponds to the second target location.
4. The method of claim 1 , further comprising:
identifying for performance at the second target location, the first plurality of actions available for selection based on the first traversal of the environment by the one or more robots; and
receiving, from the user computing device, data indicative of a second selected action for the robot to perform at the second target location chosen from the first plurality of actions available for selection, wherein the mission further indicates the robot is to determine that the location of the robot corresponds to the second target location and to perform the second selected action at the second target location based on determining that the location of the robot corresponds to the second target location.
5. The method of claim 1 , further comprising:
generating a behavior tree based on the first selected action, wherein the behavior tree links the first target location to the first selected action, and wherein the mission is based on the behavior tree.
6. The method of claim 1 , further comprising:
receiving, from the user computing device, an action recording request requesting recordation of the first selected action for the robot to perform at the first target location; and
automatically linking the first selected action to the first target location in response to receiving the action recording request.
7. The method of claim 1 , wherein generating the mission comprises further comprising:
generating instructions for performance of the first selected action at the first target location.
8. The method of claim 1 , wherein the first traversal of the environment and the second traversal of the environment are a traversal of a same portion of the environment.
9. The method of claim 1 , further comprising:
receiving, from the user computing device, navigation instructions, wherein the navigation instructions instruct the robot to navigate to the first target location, wherein the mission is based on the navigation instructions.
10. The method of claim 1 , wherein the first plurality of actions available for selection corresponds to a first category of actions of a plurality of categories of actions.
11. The method of claim 1 , wherein the first plurality of actions available for selection comprises actions to interact with or evaluate an object in the environment.
12. The method of claim 1 , further comprising:
determining an orientation of the robot, wherein the mission is based on the orientation of the robot.
13. The method of claim 1 , further comprising:
providing, to the user computing device, second sensor data associated with the environment, wherein receiving the data indicative of the first selected action for the robot to perform at the first target location is based on providing the second sensor data.
14. The method of claim 1 , further comprising:
receiving, from the user computing device, data indicative of the first target location, wherein generating the mission is further based on receiving the data indicative of the first target location.
15. The method of claim 1 , wherein the at least one sensor comprises at least one of a stereo camera, scanning light-detection and ranging (LIDAR) sensor, or a scanning laser-detection and ranging (LADAR) sensor.
16. The method of claim 1 , further comprising:
receiving, from the user computing device, an input; and
capturing the sensor data based on the input.
17. A system comprising:
data processing hardware; and
memory in communication with the data processing hardware, the memory storing instructions that when executed on the data processing hardware cause the data processing hardware to:
receive, from at least one sensor, sensor data associated with an environment of a robot based on a first traversal of the environment by one or more robots;
generate an environmental map representative of the environment based on the received sensor data;
identify, for performance at a first target location within the environment, a first plurality of actions available for selection based on the first traversal of the environment by the one or more robots, wherein the first plurality of actions available for selection is linked to the first target location;
provide, to a user computing device, data indicative of the environmental map and the first plurality of actions available for selection;
receive, from the user computing device, data indicative of a first selected action for the robot to perform at the first target location chosen from the first plurality of actions available for selection;
based on receiving the data indicative of the first selected action for the robot to perform at the first target location, generate a mission, wherein the mission indicates the robot is to navigate from a location of the robot to the first target location based on the first plurality of actions available for selection being linked to the first target location, to determine that the location of the robot corresponds to the first target location, and to perform the first selected action based on determining that the location of the robot corresponds to the first target location, and to navigate to a second target location; and
instruct the robot to autonomously perform the mission, wherein performance of the mission corresponds to a second traversal of the environment by the robot.
18. The system of claim 17 , wherein a second plurality of actions available for selection is linked to the second target location, wherein the second plurality of actions available for selection are different relative to the first plurality of actions available for selection, and wherein the mission further indicates the robot is to perform a second selected action, chosen from the second plurality of actions available for selection, at the second target location based on determining that the location of the robot corresponds to the second target location.
19. A robot comprising:
at least one sensor;
at least two legs;
data processing hardware in communication with the at least one sensor; and
memory in communication with the data processing hardware, the memory storing instructions that when executed on the data processing hardware cause the data processing hardware to:
receive, from the at least one sensor, sensor data associated with an environment of the robot based on a first traversal of the environment by one or more robots;
generate an environmental map representative of the environment based on the received sensor data;
identify, for performance at a first target location within the environment, a first plurality of actions available for selection based on the first traversal of the environment by the one or more robots, wherein the first plurality of actions available for selection is linked to the first target location;
provide, to a user computing device, data indicative of the environmental map and the first plurality of actions available for selection;
receive, from the user computing device, data indicative of a first selected action for the robot to perform at the first target location chosen from the first plurality of actions available for selection;
based on receiving the data indicative of the first selected action for the robot to perform at the first target location, generate a mission, wherein the mission indicates the robot is to navigate from a location of the robot to the first target location based on the first plurality of actions available for selection being linked to the first target location, to determine that the location of the robot corresponds to the first target location, to perform the first selected action based on determining that the location of the robot corresponds to the first target location, and to navigate to a second target location; and
instruct the robot to autonomously perform the mission, wherein performance of the mission corresponds to a second traversal of the environment by the robot.
20. The robot of claim 19 , wherein a second plurality of actions available for selection is linked to the second target location, wherein the second plurality of actions available for selection are different relative to the first plurality of actions available for selection, and wherein the mission further indicates the robot is to perform a second selected action, chosen from the second plurality of actions available for selection, at the second target location based on determining that the location of the robot corresponds to the second target location.