Prosecution Insights
Last updated: August 17, 2026
Application No. 18/176,937

Robot Collaboration via Cloud Server

Final Rejection §103
Filed
Mar 01, 2023
Examiner
CAIN, AARON G
Art Unit
3656
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
GDM Holding LLC
OA Round
4 (Final)
43%
Grant Probability
Moderate
5-6
OA Rounds
0m
Est. Remaining
72%
With Interview

Examiner Intelligence

Grants 43% of resolved cases
43%
Career Allowance Rate
61 granted / 142 resolved
-9.0% vs TC avg
Strong +29% interview lift
Without
With
+29.3%
Interview Lift
resolved cases with interview
Typical timeline
3y 4m
Avg Prosecution
27 currently pending
Career history
181
Total Applications
across all art units

Statute-Specific Performance

§101
0.6%
-39.4% vs TC avg
§103
59.9%
+19.9% vs TC avg
§102
19.7%
-20.3% vs TC avg
§112
19.0%
-21.0% vs TC avg
Black line = Tech Center average estimate • Based on career data from 142 resolved cases

Office Action

§103
Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Continued Examination Under 37 CFR 1.114 A request for continued examination under 37 CFR 1.114, including the fee set forth in 37 CFR 1.17(e), was filed in this application after final rejection. Since this application is eligible for continued examination under 37 CFR 1.114, and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114. Applicant's submission filed on 05/26/2026 has been entered. Response to Arguments Applicant’s arguments, see pages 9-10, filed 05/26/2026, with respect to rejection of claims 1-3, 5-7, 9-18, and 20 under 35 U.S.C. 112(a) have been fully considered and are persuasive. The amendments to the claims have overcome the 112(a) rejection. The rejection of claims 1-3, 5-7, 9-18, and 20 under 35 U.S.C. 112(a) has been withdrawn. Applicant’s arguments, see pages 10-15, filed 05/26/2026, with respect to the rejection(s) of claim(s) 1-3, 5-7, 9-18, and 20 under 35 U.S.C. 103 in view of Zou US 20180039258 A1 (“Zou”) in combination with MA et al. US 20220197249 A1 (“MA”) have been fully considered and are persuasive. The examiner does not agree with the applicant’s assertion that Zou represents nonanalogous art to the applicant’s independent claims. In particular, while Zou does not teach the element “only the leader robotic device assigns tasks from the list of tasks stored at the database server;” Zou is still related to robot fleet control, and still teaches the majority of the elements of the both the independent and dependent claims. However, it is specifically the language “only the leader robotic device assigns tasks from the list of tasks stored at the database server” that is not taught by Zou, which is distinct from the leader robotic device receiving updated task assignments. Therefore, the rejection has been withdrawn. However, upon further consideration, a new ground(s) of rejection is made in view of Zou US 20180039258 A1 (“Zou”) in combination with Vasanth et al. US 12008496 B1 (“Vasanth”) and MA et al. US 20220197249 A1 (“MA”). Claim Rejections - 35 USC § 103 The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claim(s) 1-3, 5-7, 9-16, 18, and 20-21 are rejected under 35 U.S.C. 103 as being unpatentable over Zou US 20180039258 A1 (“Zou”) in combination with Vasanth et al. US 12008496 B1 (“Vasanth”) and MA et al. US 20220197249 A1 (“MA”). Regarding Claim 1. Zou teaches a system for distributing and synchronizing tasks among a plurality of robotic devices ([paragraphs 20-22]), the system comprising: a database server having stored thereon a list of tasks and a list of robotic devices, wherein the list of robotic devices comprises an entry for each respective robotic device of the plurality of robotic devices, wherein each entry associates the respective robotic device with an identifier and a status (A computer system may maintain a status mapping between robot identifiers to robot statuses. An identifier of a robot may uniquely identify the robot. A status of the robot may indicate whether the robot is available, allocated to a macro robot, performing an inventory-related action, or scheduled to perform an inventory-related action [paragraph 39]); and the plurality of robotic devices configured to: receive, by the plurality robotic devices, a first wireless communication signal, from the database server, indicating that a leader robotic device of the plurality of robotic devices is inactive (the computer system of Zou may maintain a mapping that assigns each task to a robot [paragraph 41]. Whether the computer system is located inside the leader robot or through a remote server is a matter of obviousness, as it would be obvious to try placing the computer system inside one or all of the robots so that the selected leader robot can update the assigned task list without requiring a connection to a remote system. If a leader robot is assigned, it is implicit that no other robot is authorized to perform the tasks of the leader robot. Assigning the tasks based on the dependencies may include setting one of the robots 210 and 220 as a leader robot [paragraph 42]. In an example, assigning tasks may include setting one of the robots as a leader and the other as a follower [paragraph 42]. Once the inventory-related action is complete (e.g., the item 330 moved to the destination location 334), the computer system may de-allocate the leader 324A and followers 324B-324D from the macro robot 322 and may terminate the instance of the macro robot 322 (e.g., delete the instance or mark the instance as having a complete status). Once de-allocated, the leader 324A and followers 324B-324D, or equivalently the robots 312A-312D, may become available again to perform other inventory-related actions [paragraph 53]); based on the first wireless communication signal, determine, by the plurality of robotic devices, a new leader robotic device having an active status (paragraph 42 explains how a leader robot is assigned. Then in FIG. 9, selection of a different robot out of a macro robot to be the leader robot as well as forming new arrangements of robots, which would obviously mean assigning a new leader to the plurality of robots [paragraph 89]); and wherein the new leader robotic device is configured to: receive, by the new leader robotic device from the database server, a second wireless communication signal indicating a new task in the list of tasks stored at the database server ([paragraph 53]); determine, by the new leader robotic device and based on the list of robotic devices stored at the database server, an additional robotic device to assign the new task; and assign, by the new leader robotic device (once again, this is a matter of obviousness. It would have been obvious to one of ordinary skill in the art at the time the invention was filed to try mounting the system for assigning tasks onto the robot so that they can assign tasks directly, rather than requiring this process to be performed by a remote computer system, as this would be an obvious modification of known elements to produce a highly predictable result), the new task to the additional robotic device based on the additional robotic device having an active status, wherein assigning the new task comprises updating, by the new leader robotic device, the list of tasks stored at the database server to associate the new task with the additional robotic device, and wherein the plurality of robotic devices are configured to monitor the list of tasks to identify assigned tasks (In an example, assigning tasks may include setting one of the robots as a leader and the other as a follower [paragraph 42]. Once the inventory-related action is complete (e.g., the item 330 moved to the destination location 334), the computer system may de-allocate the leader 324A and followers 324B-324D from the macro robot 322 and may terminate the instance of the macro robot 322 (e.g., delete the instance or mark the instance as having a complete status). Once de-allocated, the leader 324A and followers 324B-324D, or equivalently the robots 312A-312D, may become available again to perform other inventory-related actions [paragraph 53]), wherein the additional robotic device is configured to perform the new task responsive to receiving, from the database server, a third wireless communication signal indicating that the new task is assigned to the additional robotic device in the list of tasks stored at the database server (In FIG. 9, at operation 916, the local management system may receive a task status from the selected robot. For instance, sending the task may performed at a certain transmission rate. In comparison, the robot may report its status back to the computer system at a higher monitoring rate over the data network. The reported status may identify the task, the new position of the robot, traveled distance and direction, any encountered obstacle, and/or any other parameters related with performing the task [paragraph 87]. In step 918, the local management system may determine whether to send a next task to a next robot. If so, the local management system may perform the operation 912 to select the next robot given the current selected robot and the current task dependencies from the current task as identified in the task mapping [paragraph 88], indicating that the new task can be assigned to an additional robot]). Zou does not teach: wherein only the leader robotic device assigns tasks from the list of tasks stored at the database server. However, Vasanth teaches: wherein only the leader robotic device assigns tasks from the list of tasks stored at the database server (FIG. 4 shows a first agent receiving a first and second task to be completed, and sending instructions to the second agent to complete the second task in step 416. These agents can be robotic agents [Column 2, lines 10-12]). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Zou with wherein only the leader robotic device assigns tasks from the list of tasks stored at the database server as taught by Vasanth for the purposes of efficiency, as described in Vasanth in Column 12, lines 59-67, to Column 13, lines 1-30, wherein the first robot determines if it can perform the second task or needs to assign the task to a second agent. Zou also does not teach: wherein the status of the robotic device is a heartbeat. However, MA teaches: wherein the status of the robotic device is a heartbeat (A robot 12 can communicate with a server/orchestrator 14 and an RPA agent (FIG. 2, number 24) may transmit to the orchestrator a heartbeat signal [paragraph 29]). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Zou with wherein the status of the robotic device is a heartbeat as taught by MA so that the database server can determine if a robot is even active or connected to the system before trying to assign them as the lead. This is arguably implicit in Zou, even though it is not explicitly taught. Regarding Claim 2. Zou in combination with Vasanth and MA teaches the system of claim 1. Zou also teaches: wherein the list of tasks comprises an entry for each task associating each task with a status indicator (a central management system implementing this approach may broadcast long move tasks with timestamps to the robots and wait for completion until broadcasting the next long move tasks [paragraph 24]. Once the tasks and dependencies are generated, the central computer system may broadcast instructions specifying the tasks over the data network. The broadcast may be sequential and at a particular transmission rate, where the broadcasted instructions may depend on the tasks, the dependencies, and a progress of performing the tasks. For instance, the broadcast may include sending instructions about a first task to a first robot, monitoring at a relatively higher monitoring rate how the first task is performed (e.g., by receiving status reports from the first robot), and, depending on the monitoring and a dependency to a second task, sending instructions about the second task to a second robot, and so on and so forth [paragraph 27]). Regarding Claim 3. Zou in combination with Vasanth and MA teaches the system of claim 2. Zou also teaches: wherein the control system of the new leader robotic device is further configured to: receive an indication of a new robotic device in the list of robotic devices (The system can form a new arrangement allocating a new robot or robots [paragraph 89]); determine a task from the list of tasks stored at the database server to assign to the new robotic device; and assign the task to the new robotic device based on the new task having an active status indicator, wherein assigning the task to the new robotic device comprises associating the task with the new robotic device in the list of tasks stored at the database server to cause the new robotic device to carry out the task (In FIG. 9, at operation 916, the local management system may receive a task status from the selected robot. For instance, sending the task may performed at a certain transmission rate. In comparison, the robot may report its status back to the computer system at a higher monitoring rate over the data network. The reported status may identify the task, the new position of the robot, traveled distance and direction, any encountered obstacle, and/or any other parameters related with performing the task [paragraph 87]. In step 918, the local management system may determine whether to send a next task to a next robot. If so, the local management system may perform the operation 912 to select the next robot given the current selected robot and the current task dependencies from the current task as identified in the task mapping [paragraph 88], indicating that the new task can be assigned to an additional robot]). Regarding Claim 5. Zou in combination with Vasanth and MA teaches the system of claim 1. Zou also teaches: wherein the control system of the new leader robotic device is further configured to: monitor a current leader field for the list of robotic devices (Once the tasks and dependencies are generated, the central computer system may broadcast instructions specifying the tasks over the data network. The broadcast may be sequential and at a particular transmission rate, where the broadcasted instructions may depend on the tasks, the dependencies, and a progress of performing the tasks. For instance, the broadcast may include sending instructions about a first task to a first robot, monitoring at a relatively higher monitoring rate how the first task is performed (e.g., by receiving status reports from the first robot), and, depending on the monitoring and a dependency to a second task, sending instructions about the second task to a second robot, and so on and so forth [paragraph 27]); transmit an indication to add the new leader robotic device to the current leader field (FIG. 2 shows a macro robot formed by a number of robots, any one of which can be selected as a leader robot [FIG. 4, paragraph 54]. a new robot can be added to the macro robot [paragraph 89]); and receive an indication that transmitting the indication to add the given robotic device was successful (the management system can receive status from robots in the macro robot [paragraphs 87-89], which indicates that the robot added to the macro robot is also sending a task status. It would not be possible for the added robot to do that if they were not added successfully, so it is implicit that an indication is given to the management system that the robotic device was added successfully). Regarding Claim 6. Zou in combination with Vasanth and MA teaches the system of claim 5. Zou also teaches: wherein the current leader field is part of a list of leader robotic devices stored at the database server (Paragraph 20, the macro robot is controlled by a central management system, which may be implemented as a cloud-based computing service or a local server [paragraph 29]). Regarding Claim 7. Zou in combination with Vasanth and MA teaches the system of claim 1. Zou also teaches: wherein the election of the new leader robotic device to be the leader robotic device by the plurality of robotic devices is based on carrying out a leadership election algorithm (Paragraph 85 describes how the local management system may select a robot from the macro robot to be the leader robot. By definition, any robot). Regarding Claim 9. Zou teaches a method comprising: receiving, by a plurality of robotic devices, an indication, from a database server, that a leader robotic device of the plurality of robotic devices is inactive (the computer system of Zou may maintain a mapping that assigns each task to a robot [paragraph 41]. Whether the computer system is located inside the leader robot or through a remote server is a matter of obviousness, as it would be obvious to try placing the computer system inside one or all of the robots so that the selected leader robot can update the assigned task list without requiring a connection to a remote system. If a leader robot is assigned, it is implicit that no other robot is authorized to perform the tasks of the leader robot. Assigning the tasks based on the dependencies may include setting one of the robots 210 and 220 as a leader robot [paragraph 42]. In an example, assigning tasks may include setting one of the robots as a leader and the other as a follower [paragraph 42]. Once the inventory-related action is complete (e.g., the item 330 moved to the destination location 334), the computer system may de-allocate the leader 324A and followers 324B-324D from the macro robot 322 and may terminate the instance of the macro robot 322 (e.g., delete the instance or mark the instance as having a complete status). Once de-allocated, the leader 324A and followers 324B-324D, or equivalently the robots 312A-312D, may become available again to perform other inventory-related actions [paragraph 53]); determining, by the plurality of robotic devices, a new leader robotic device having an active status (paragraph 42 explains how a leader robot is assigned. Then in FIG. 9, selection of a different robot out of a macro robot to be the leader robot as well as forming new arrangements of robots, which would obviously mean assigning a new leader to the plurality of robots [paragraph 89]); receiving, by the new leader robotic device, an indication of a new task in the remotely stored list of tasks (paragraph 27), stored by the database server (the computer system of Zou may maintain a mapping that assigns each task to a robot [paragraph 41]. Whether the computer system is located inside the leader robot or through a remote server is a matter of obviousness, as it would be obvious to try placing the computer system inside one or all of the robots so that the selected leader robot can update the assigned task list without requiring a connection to a remote system. If a leader robot is assigned, it is implicit that no other robot is authorized to perform the tasks of the leader robot); determining, by the new leader robotic device and based on a remotely stored list of robotic devices, an additional robotic device to assign the new task, wherein the remotely stored list of robotic devices comprises an entry for each respective robotic device of the plurality of robotic devices associating the respective robotic device with an identifier and a status (the computer system may maintain a status mapping between robot identifiers to robot statuses. An identifier of a robot may uniquely identify the robot. A status of the robot may indicate whether the robot is available, allocated to a macro robot, performing an inventory-related action, or scheduled to perform an inventory-related action [paragraph 39]); and assigning, by the new leader robotic device (once again, this is a matter of obviousness. It would have been obvious to one of ordinary skill in the art at the time the invention was filed to try mounting the system for assigning tasks onto the robot so that they can assign tasks directly, rather than requiring this process to be performed by a remote computer system, as this would be an obvious modification of known elements to produce a highly predictable result), the new task to the additional robotic device based on the additional robotic device having an active status, wherein assigning the new task to the additional robotic device comprises associating, by the new leader robotic device, the new task with the additional robotic device in the remotely stored list of tasks to cause the additional robotic device to carry out the new task (In FIG. 9, at operation 916, the local management system may receive a task status from the selected robot. For instance, sending the task may performed at a certain transmission rate. In comparison, the robot may report its status back to the computer system at a higher monitoring rate over the data network. The reported status may identify the task, the new position of the robot, traveled distance and direction, any encountered obstacle, and/or any other parameters related with performing the task [paragraph 87]. In step 918, the local management system may determine whether to send a next task to a next robot. If so, the local management system may perform the operation 912 to select the next robot given the current selected robot and the current task dependencies from the current task as identified in the task mapping [paragraph 88], indicating that the new task can be assigned to an additional robot]), wherein the plurality of robotic devices are configured to monitor the remotely stored list of tasks to identify assigned tasks (In an example, assigning tasks may include setting one of the robots as a leader and the other as a follower [paragraph 42]. Once the inventory-related action is complete (e.g., the item 330 moved to the destination location 334), the computer system may de-allocate the leader 324A and followers 324B-324D from the macro robot 322 and may terminate the instance of the macro robot 322 (e.g., delete the instance or mark the instance as having a complete status). Once de-allocated, the leader 324A and followers 324B-324D, or equivalently the robots 312A-312D, may become available again to perform other inventory-related actions [paragraph 53]). wherein only the leader robotic device assigns tasks from a remotely stored list of tasks; and wherein the new leader robotic device is exclusively authorized to assign tasks from the remotely stored list of tasks. However, Vasanth teaches: wherein only the leader robotic device assigns tasks from a remotely stored list of tasks; and wherein the new leader robotic device is exclusively authorized to assign tasks from the remotely stored list of tasks (FIG. 4 shows a first agent receiving a first and second task to be completed, and sending instructions to the second agent to complete the second task in step 416. These agents can be robotic agents [Column 2, lines 10-12]. In FIG. 3, the fleet management system is capable of selecting the first agent that serves as the first robot, and this new first robot can then follow the steps of FIG. 4). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Zou with wherein only the leader robotic device assigns tasks from the list of tasks stored at the database server as taught by Vasanth for the purposes of efficiency, as described in Vasanth in Column 12, lines 59-67, to Column 13, lines 1-30, wherein the first robot determines if it can perform the second task or needs to assign the task to a second agent. Zou also does not teach: wherein the status of the robotic device is a heartbeat. However, MA teaches: wherein the status of the robotic device is a heartbeat (A robot 12 can communicate with a server/orchestrator 14 and an RPA agent (FIG. 2, number 24) may transmit to the orchestrator a heartbeat signal [paragraph 29]). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Zou with wherein the status of the robotic device is a heartbeat as taught by MA so that the database server can determine if a robot is even active or connected to the system before trying to assign them as the lead. This is arguably implicit in Zou, even though it is not explicitly taught. Regarding Claim 10. Zou in combination with Vasanth and MA teaches the method of claim 9. Zou also teaches: further comprising: transmitting, by the new leader robotic device to a server device that stores the remotely stored list of robotic devices, an indication of the new leader robotic device still having an active status (FIG. 9 shows that each robot sends a task status to the management system, which can include the robot’s availability [paragraph 39]. A robot that is not active cannot be available, so this element is implicit). Zou does not teach: wherein the active status of the robotic device is an active heartbeat. However, MA teaches: wherein the active status of the robotic device is an active heartbeat (A robot 12 can communicate with a server/orchestrator 14 and an RPA agent (FIG. 2, number 24) may transmit to the orchestrator a heartbeat signal [paragraph 29]). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Zou with wherein the active status of the robotic device is an active heartbeat as taught by MA so that the database server can determine if a robot is even active or connected to the system before trying to assign them as the lead. This is arguably implicit in Zou, even though it is not explicitly taught. Regarding Claim 11. Zou in combination with Vasanth and MA teaches the method of claim 10. Zou also teaches: wherein transmitting the indication of still having the active status is periodic (Claim 18). Zou does not teach: wherein the active status of the robotic device is an active heartbeat. However, MA teaches: wherein the active status of the robotic device is an active heartbeat (A robot 12 can communicate with a server/orchestrator 14 and an RPA agent (FIG. 2, number 24) may transmit to the orchestrator a heartbeat signal [paragraph 29]). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Zou with wherein the active status of the robotic device is an active heartbeat as taught by MA so that the database server can determine if a robot is even active or connected to the system before trying to assign them as the lead. This is arguably implicit in Zou, even though it is not explicitly taught. Regarding Claim 12. Zou in combination with Vasanth and MA teaches the method of claim 9. Zou does not teach: wherein the remotely stored list of robotic devices is stored in a first state space and the remotely stored list of tasks is stored in a second state space. However, the decision of where and how to store the list of tasks and robotic devices is purely a matter of design choice. Zou is silent as to how many memory state spaces are used, and it would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Zou to have two storage spaces instead of one because it is an obvious modification of known elements in the art that would produce a predictable result with high chance of success. Regarding Claim 13. Zou in combination with Vasanth and MA teaches the method of claim 9. Zou also teaches: wherein the remotely stored list of robotic devices is stored on a server (Paragraph 29). Zou does not teach: wherein the additional robotic device having the active heartbeat indicates that the additional robotic device transmitted an indication to the server of being active less than at least a threshold amount of time from a current time. However, MA teaches: wherein the additional robotic device having the active heartbeat indicates that the additional robotic device transmitted an indication to the server of being active less than at least a threshold amount of time from a current time (Paragraph 70, a predetermined number of consecutive heartbeat signals may be required for communication with the orchestrator, and can even be based on a periodic time requirement). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Zou with wherein the additional robotic device having the active heartbeat indicates that the additional robotic device transmitted an indication to the server of being active less than at least a threshold amount of time from a current time as taught by MA so as to allow the system of Zou so as to ensure that the robot maintains a regular periodic status communication with the server. Regarding Claim 14. Zou in combination with Vasanth and MA teaches the method of claim 9. Zou does not teach: wherein the remotely stored list of robotic devices is stored on a server, wherein the additional robotic device transmits an indication to the server of having an active heartbeat periodically. However, MA teaches: wherein the remotely stored list of robotic devices is stored on a server, wherein the additional robotic device transmits an indication to the server of having an active heartbeat periodically (Paragraph 70, a predetermined number of consecutive heartbeat signals may be required for communication with the orchestrator, and can even be based on a periodic time requirement). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Zou with wherein the remotely stored list of robotic devices is stored on a server, wherein the additional robotic device transmits an indication to the server of having an active heartbeat periodically as taught by MA so as to allow the system of Zou so as to ensure that the robot maintains a regular periodic status communication with the server. Regarding Claim 15. Zou in combination with Vasanth and MA teaches the method of claim 9. Zou also teaches: wherein the remotely stored list of tasks and the remotely stored list of robotic devices are both stored in a database (Paragraph 20, the macro robot is controlled by a central management system, which may be implemented as a cloud-based computing service or a local server [paragraph 29]. The global management system may interface with a computing component, such as another computer system or database, of an inventory system [paragraph 72]). Regarding Claim 16. Zou in combination with Vasanth and MA teaches the method of claim 9. Zou also teaches: wherein determining, by the leader robotic device and based on the remotely stored list of robotic devices, the additional robotic device to assign the new task comprises: determining a subset of robotic devices from the remotely stored list of robotic devices, wherein each robotic device in the subset has an active status and is not already associated with a task (the computer system may maintain a status mapping between robot identifiers to robot statuses. An identifier of a robot may uniquely identify the robot. A status of the robot may indicate whether the robot is available, allocated to a macro robot, performing an inventory-related action, or scheduled to perform an inventory-related action [paragraph 39]). Zou does not teach: wherein the active status of the robotic device is an active heartbeat. However, MA teaches: wherein the active status of the robotic device is an active heartbeat (A robot 12 can communicate with a server/orchestrator 14 and an RPA agent (FIG. 2, number 24) may transmit to the orchestrator a heartbeat signal [paragraph 29]). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Zou with wherein the active status of the robotic device is an active heartbeat as taught by MA so that the database server can determine if a robot is even active or connected to the system before trying to assign them as the lead. This is arguably implicit in Zou, even though it is not explicitly taught. Regarding Claim 18. Zou in combination with Vasanth and MA teaches the method of claim 9. Zou also teaches: further comprising: receiving, by the new leader robotic device, an indication of a further new task in the remotely stored list of tasks, wherein the further new task was added by the additional robotic device in carrying out the assigned new task (paragraph 53); and assigning the further new task to a further robotic device in the remotely stored list of robotic devices (In FIG. 9, at operation 916, the local management system may receive a task status from the selected robot. For instance, sending the task may performed at a certain transmission rate. In comparison, the robot may report its status back to the computer system at a higher monitoring rate over the data network. The reported status may identify the task, the new position of the robot, traveled distance and direction, any encountered obstacle, and/or any other parameters related with performing the task [paragraph 87]. In step 918, the local management system may determine whether to send a next task to a next robot. If so, the local management system may perform the operation 912 to select the next robot given the current selected robot and the current task dependencies from the current task as identified in the task mapping [paragraph 88], indicating that the new task can be assigned to an additional robot]). Regarding Claim 19. Zou in combination with Vasanth and MA teaches the method of claim 9. Zou also teaches: further comprising: receiving, by the new leader robotic device, an indication of a further new task (paragraph 53). Zou does not teach: determining, based on the remotely stored list of robotic devices, that no further robotic devices are available to assign the further new task; and waiting, by the leader robotic device, for an indication of a further robotic device. However, Zou teaches that a status of a robot may indicate whether a robot is available [paragraph 39]. It is implicit that if no robot sends an available status, then no robot will be assigned to the task, and the system will wait for a new indication of a robotic device that is available. This element is implied, even if not expressly taught. Regarding Claim 20. Zou teaches one or more non-transitory computer readable media (Claim 13) comprising program instructions executable by at least one processor to cause the at least one processor to perform functions comprising: receiving, by a plurality of robotic devices, a first indication, from a database server, that leader robotic device of the plurality of robotic devices is inactive (the computer system of Zou may maintain a mapping that assigns each task to a robot [paragraph 41]. Whether the computer system is located inside the leader robot or through a remote server is a matter of obviousness, as it would be obvious to try placing the computer system inside one or all of the robots so that the selected leader robot can update the assigned task list without requiring a connection to a remote system. If a leader robot is assigned, it is implicit that no other robot is authorized to perform the tasks of the leader robot. Assigning the tasks based on the dependencies may include setting one of the robots 210 and 220 as a leader robot [paragraph 42]. In an example, assigning tasks may include setting one of the robots as a leader and the other as a follower [paragraph 42]. Once the inventory-related action is complete (e.g., the item 330 moved to the destination location 334), the computer system may de-allocate the leader 324A and followers 324B-324D from the macro robot 322 and may terminate the instance of the macro robot 322 (e.g., delete the instance or mark the instance as having a complete status). Once de-allocated, the leader 324A and followers 324B-324D, or equivalently the robots 312A-312D, may become available again to perform other inventory-related actions [paragraph 53]); determining, by the plurality of robotic devices, a new leader robotic device having an active status (paragraph 42 explains how a leader robot is assigned. Then in FIG. 9, selection of a different robot out of a macro robot to be the leader robot as well as forming new arrangements of robots, which would obviously mean assigning a new leader to the plurality of robots [paragraph 89]); receiving, by the leader robotic device, an indication of a new task in a remotely stored list of tasks (paragraph 27. The computer system of Zou may maintain a mapping that assigns each task to a robot [paragraph 41]. Whether the computer system is located inside the leader robot or through a remote server is a matter of obviousness, as it would be obvious to try placing the computer system inside one or all of the robots so that the selected leader robot can update the assigned task list without requiring a connection to a remote system. If a leader robot is assigned, it is implicit that no other robot is authorized to perform the tasks of the leader robot); determining, by the new leader robotic device and based on a remotely stored list of robotic devices, an additional robotic device to assign the new task, wherein the remotely stored list of robotic devices comprises an entry for each respective robotic device of the plurality of robotic devices associating the respective robotic device with an identifier and a status (the computer system may maintain a status mapping between robot identifiers to robot statuses. An identifier of a robot may uniquely identify the robot. A status of the robot may indicate whether the robot is available, allocated to a macro robot, performing an inventory-related action, or scheduled to perform an inventory-related action [paragraph 39]); and assigning, by the new leader robotic device (once again, this is a matter of obviousness. It would have been obvious to one of ordinary skill in the art at the time the invention was filed to try mounting the system for assigning tasks onto the robot so that they can assign tasks directly, rather than requiring this process to be performed by a remote computer system, as this would be an obvious modification of known elements to produce a highly predictable result), the new task to the additional robotic device based on the additional robotic device having an active status, wherein assigning the new task to the additional robotic device comprises associating, by the leader robotic device, the new task with the additional robotic device in the remotely stored list of tasks to cause the additional robotic device to carry out the new task (In FIG. 9, at operation 916, the local management system may receive a task status from the selected robot. For instance, sending the task may performed at a certain transmission rate. In comparison, the robot may report its status back to the computer system at a higher monitoring rate over the data network. The reported status may identify the task, the new position of the robot, traveled distance and direction, any encountered obstacle, and/or any other parameters related with performing the task [paragraph 87]. In step 918, the local management system may determine whether to send a next task to a next robot. If so, the local management system may perform the operation 912 to select the next robot given the current selected robot and the current task dependencies from the current task as identified in the task mapping [paragraph 88], indicating that the new task can be assigned to an additional robot]), wherein the plurality of robotic devices are configured to monitor the remotely stored list of tasks to identify assigned tasks (In an example, assigning tasks may include setting one of the robots as a leader and the other as a follower [paragraph 42]. Once the inventory-related action is complete (e.g., the item 330 moved to the destination location 334), the computer system may de-allocate the leader 324A and followers 324B-324D from the macro robot 322 and may terminate the instance of the macro robot 322 (e.g., delete the instance or mark the instance as having a complete status). Once de-allocated, the leader 324A and followers 324B-324D, or equivalently the robots 312A-312D, may become available again to perform other inventory-related actions [paragraph 53]). Zou does not teach: wherein only the leader robotic device assigns tasks from a remotely stored list of tasks; and wherein the new leader robotic device is exclusively authorized to assign tasks from the remotely stored list of tasks. However, Vasanth teaches: wherein only the leader robotic device assigns tasks from a remotely stored list of tasks; and wherein the new leader robotic device is exclusively authorized to assign tasks from the remotely stored list of tasks (FIG. 4 shows a first agent receiving a first and second task to be completed, and sending instructions to the second agent to complete the second task in step 416. These agents can be robotic agents [Column 2, lines 10-12]. In FIG. 3, the fleet management system is capable of selecting the first agent that serves as the first robot, and this new first robot can then follow the steps of FIG. 4). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Zou with wherein only the leader robotic device assigns tasks from the list of tasks stored at the database server as taught by Vasanth for the purposes of efficiency, as described in Vasanth in Column 12, lines 59-67, to Column 13, lines 1-30, wherein the first robot determines if it can perform the second task or needs to assign the task to a second agent. Zou also does not teach: wherein the status of the robotic device is a heartbeat. However, MA teaches: wherein the status of the robotic device is a heartbeat (A robot 12 can communicate with a server/orchestrator 14 and an RPA agent (FIG. 2, number 24) may transmit to the orchestrator a heartbeat signal [paragraph 29]). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Zou with wherein the status of the robotic device is a heartbeat as taught by MA so that the database server can determine if a robot is even active or connected to the system before trying to assign them as the lead. This is arguably implicit in Zou, even though it is not explicitly taught. Regarding Claim 21. Zou in combination with Vasanth and MA teaches the method of claim 9. Zou also teaches: wherein the database server is a cloud hosted database (paragraph 29). Claim(s) 17 is rejected under 35 U.S.C. 103 as being unpatentable over Zou US 20180039258 A1 (“Zou”) in combination with Vasanth et al. US 12008496 B1 (“Vasanth”) and MA et al. US 20220197249 A1 (“MA”) as applied to claim 9 above, and further in view of Rana et al. US 20210232989 A1 (“Rana”). Regarding Claim 17. Zou in combination with Vasanth and MA teaches the method of claim 9. Zou does not teach: wherein determining the additional robotic device to assign the new task is based on one or more requirements of the new task and one or more specifications of the additional robotic device. However, Rana teaches: wherein determining the additional robotic device to assign the new task is based on one or more requirements of the new task and one or more specifications of the additional robotic device (A system for orchestrating mobile vehicles, the mobile vehicles can be customizable in their programming to accomplish one or more different tasks in the worksite environment. For example, for different work pieces, different tasks on a work piece 2 or at different locations in the manufacturing environment 1, different configurations or software modules can be flexibly loaded by the mobile vehicle or by its components according to the specific task the vehicle has to fulfil. Such orchestration and assignment of a specific task at a specific time to a specific vehicle can therein be done flexibly according to an availability and the capabilities of the mobile vehicle, wherein much of the therefore required computational intelligence and information can be provided at the edge, which means at the mobile vehicle 5 [paragraph 87]). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Zou with wherein determining the additional robotic device to assign the new task is based on one or more requirements of the new task and one or more specifications of the additional robotic device as taught by Rana so that robots will be assigned to tasks based on their ability to carry out the tasks assigned. Claim(s) 22 is rejected under 35 U.S.C. 103 as being unpatentable over Zou US 20180039258 A1 (“Zou”) in combination with Vasanth et al. US 12008496 B1 (“Vasanth”) and MA et al. US 20220197249 A1 (“MA”) as applied to claim 1 above, and further in view of Ogawa et al. US 20230069393 A1 (“Ogawa”). Regarding Claim 22. Zou in combination with Vasanth and MA teaches the system of claim 1. Zou also teaches: wherein the additional robotic device is configured to: carry out the new task (In FIG. 9, at operation 916, the local management system may receive a task status from the selected robot. For instance, sending the task may performed at a certain transmission rate. In comparison, the robot may report its status back to the computer system at a higher monitoring rate over the data network. The reported status may identify the task, the new position of the robot, traveled distance and direction, any encountered obstacle, and/or any other parameters related with performing the task [paragraph 87]. In step 918, the local management system may determine whether to send a next task to a next robot. If so, the local management system may perform the operation 912 to select the next robot given the current selected robot and the current task dependencies from the current task as identified in the task mapping [paragraph 88], indicating that the new task can be assigned to an additional robot]). Zou does not teach: detect any intermediary task that the additional robotic device is unable to perform, wherein the intermediary task must be completed for the additional robotic device to complete the new task; and transmit, to the database server, the intermediary task as an additional new task to be assigned by the new leader robotic device based on a requirement of the intermediary task. Ogawa teaches: detect any intermediary task that the additional robotic device is unable to perform, wherein the intermediary task must be completed for the additional robotic device to complete the new task (In such a case that, unless a first task assigned to either one of the robot 5 or the other working bodies 8 is started or finished, a second task assigned to the other one of the robot 5 or the other working body 8 cannot be started or finished, the first task is called “key task” and the second task is called “dependent task” [paragraph 70]); and transmit, to the database server, the intermediary task as an additional new task to be assigned by the new leader robotic device based on a requirement of the intermediary task (paragraphs 70-71). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Zou with detect any intermediary task that the additional robotic device is unable to perform, wherein the intermediary task must be completed for the additional robotic device to complete the new task; and transmit, to the database server, the intermediary task as an additional new task to be assigned by the new leader robotic device based on a requirement of the intermediary task as taught by Ogawa so as to allow the system to determine when an intermediary task must be completed before another task can be performed. Conclusion THIS ACTION IS MADE FINAL. Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to AARON G CAIN whose telephone number is (571)272-7009. The examiner can normally be reached Monday: 7:30am - 4:30pm EST to Friday 7:30pm - 4:30am. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Wade Miles can be reached at (571) 270-7777. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /AARON G CAIN/Examiner, Art Unit 3656
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Prosecution Timeline

Show 4 earlier events
Jul 07, 2025
Examiner Interview Summary
Aug 05, 2025
Response Filed
Oct 01, 2025
Final Rejection mailed — §103
Dec 17, 2025
Request for Continued Examination
Jan 20, 2026
Response after Non-Final Action
Feb 26, 2026
Non-Final Rejection mailed — §103
May 26, 2026
Response Filed
Jun 11, 2026
Final Rejection mailed — §103 (current)

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

5-6
Expected OA Rounds
43%
Grant Probability
72%
With Interview (+29.3%)
3y 4m (~0m remaining)
Median Time to Grant
High
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