Avaya Inc.Download PDFPatent Trials and Appeals BoardJun 4, 20212021000656 (P.T.A.B. Jun. 4, 2021) Copy Citation UNITED STATES PATENT AND TRADEMARK OFFICE UNITED STATES DEPARTMENT OF COMMERCE United States Patent and Trademark Office Address: COMMISSIONER FOR PATENTS P.O. Box 1450 Alexandria, Virginia 22313-1450 www.uspto.gov APPLICATION NO. FILING DATE FIRST NAMED INVENTOR ATTORNEY DOCKET NO. CONFIRMATION NO. 15/086,205 03/31/2016 Thomas Moran 416019-US- NP/AVA183PA 8217 136582 7590 06/04/2021 STEVENS & SHOWALTER, LLP Box AVAYA Inc. 7019 Corporate Way Dayton, OH 45459-4238 EXAMINER WAESCO, JOSEPH M ART UNIT PAPER NUMBER 3683 NOTIFICATION DATE DELIVERY MODE 06/04/2021 ELECTRONIC Please find below and/or attached an Office communication concerning this application or proceeding. The time period for reply, if any, is set in the attached communication. Notice of the Office communication was sent electronically on above-indicated "Notification Date" to the following e-mail address(es): pair_avaya@firsttofile.com pto@sspatlaw.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte THOMAS MORAN Appeal 2021-000656 Application 15/086,205 Technology Center 3600 Before DEBORAH KATZ, JOHN G. NEW, and ROBERT A. POLLOCK, Administrative Patent Judges. POLLOCK, Administrative Patent Judge. DECISION ON APPEAL This appeal under 35 U.S.C. § 134(a) involves claims to a method and system for allocating agent resources in a contact center for unmanned aerial vehicles (“UAV”) by connecting agents to contacts using dynamic predictions. Appellant1 seeks our review of the Examiner’s decision to reject the claims as drawn to patent ineligible subject matter, and as obvious over the prior art. We have jurisdiction under 35 U.S.C. § 6(b). We AFFIRM. 1 We use the word Appellant to refer to “applicant” as defined in 37 C.F.R. § 1.42(a). Appellant identifies the real party in interest as Avaya Inc. Appeal Br. 3. Appeal 2021-000656 Application 15/086,205 2 STATEMENT OF THE CASE According to the Specification, UAVs typically require input from a human agent at one or more points during a UAV excursion, despite the UAVs being fully or partially autonomous. Spec. ¶ 2. These skilled human agents “are a scarce resource and represent a large percentage of the operating cost in many businesses.” Id. Because “the skilled agent will be required only at certain time periods during the UAV’s excursion. . . . each agent’s time and availability should be optimized to ensure that agents with the appropriate skills are available for connection with each contact object at the optimal time.” Id. ¶ 58. The Specification describes a contact center that receives information from customer communication devices or other external sources. Id. ¶¶ 41– 42, Figure 3. The contact center communicates with a UAV deployment center that manages and maintains a fleet of UAVs. Id. ¶ 42. The UAVs may be specially equipped to handle particular situations, for example, medical emergencies. Id. ¶ 45. The contact center further communicates with a plurality of agents having different skills and attributes. Id. ¶¶ 30, 55, Figure 2. The contact center may use automatic call or contact distribution (“ACD”) software to route incoming calls to specifically assigned agents. Id. ¶ 20. In the medical emergency example, the contact center may route an incoming call to a medical professional who can communicate with the customer who requested the UAV. See id. ¶¶ 55, 57. “[B]y predicting when the UAV will reach the target destination, the contact center may dynamically determine when to connect the [customer] with a skilled medical agent, or some other skilled agent(s).” Id. ¶ 59. Appeal 2021-000656 Application 15/086,205 3 Claims 1 and 10 are independent. Claim 1 is representative and reproduced below with annotations for reference to the limitations in the claim: 1. A method for allocating agent resources in a contact center, the method comprising: [a] receiving a new contact at the contact center; [b] instantiating, by a processor of the contact center, a contact object corresponding to the new contact; [c] receiving, by the processor of the contact center, a first set of information related to the contact object; [d] selecting, by the processor of the contact center, a first unmanned aerial vehicle (UAV) from a plurality of UAVs for deployment to a target destination, wherein the first UAV is selected based on the first set of information and at least one feature of each of the plurality of UAVs; [e] associating, by the processor of the contact center, at least one characteristic of the first UAV with the contact object; [f] receiving, by the processor of the contact center, during a travel period of the first UAV to the target destination, an additional set of information related to at least one of the contact object or the first UAV; [g] dynamically predicting, by the processor of the contact center, a particular agent of the contact center to connect to the contact object, wherein the prediction is based on the first set of information and the additional set of information; and [h] establishing a communication link between an agent device associated with the particular agent of the contact center and at least one of (i) a user device associated with the contact object, or (ii) a communication device associated with the UAV. App. Br. 27. The Examiner rejects claims 1–10 and 21–28 as drawn to unpatentable subject matter pursuant to 35 U.S.C. § 101. Non-Final Act. 4– 7. Appeal 2021-000656 Application 15/086,205 4 The Examiner further rejects claims 1–4, 8, 10, 21–23, and 27 under 35 U.S.C. § 103 as obvious over Chambers2 and Duggan.3 Id. at 7–11. The Examiner rejects claims 5, 7, 9, 24, 26, and 28 under 35 U.S.C. § 103 as obvious over Chambers, Duggan, and Buerger.4 Id. at 11–13. The Examiner rejects claims 6 and 25 under 35 U.S.C. § 103 as obvious over Chambers, Duggan, Buerger, and Chan.5 Id. at 13–14. REJECTION UNDER 35 U.S.C. § 101 Principles of Law Section 101 An invention is patent-eligible if it claims a “new and useful process, machine, manufacture, or composition of matter.” 35 U.S.C. § 101. But the Supreme Court has long interpreted 35 U.S.C. § 101 to include implicit exceptions: “[l]aws of nature, natural phenomena, and abstract ideas” are not patentable. E.g., Alice Corp. v. CLS Bank Int’l, 573 U.S. 208, 216 (2014). In determining whether a claim falls within an excluded category, we are guided by the Supreme Court’s two-step framework, described in Mayo Collaborative Servs. v. Prometheus Labs., Inc., 566 U.S. 66 (2012), and Alice. 573 U.S. at 217–18 (citing Mayo, 566 U.S. at 75–77). In accordance with that framework, we first determine what concept the claim is “directed to.” See Alice, 573 U.S. at 219 (“On their face, the claims before us are drawn to the concept of intermediated settlement, i.e., the use of a third party 2 Chambers et al., US 2016/0253908 A1, publ. Sept. 1, 2016. 3 Duggan et al., US 2011/0130913 A1, publ. June 2, 2011. 4 Buerger et al., US 10,168,674 B1, issued Jan. 1, 2019. 5 Chan et al., US 2016/0189550 A1, publ. June 30, 2016. Appeal 2021-000656 Application 15/086,205 5 to mitigate settlement risk.”); see also Bilski v. Kappos, 561 U.S. 593, 611 (2010) (“Claims 1 and 4 in petitioners’ application explain the basic concept of hedging, or protecting against risk.”). Concepts determined to be abstract ideas, and thus patent ineligible, include certain methods of organizing human activity, such as fundamental economic practices (Alice, 573 U.S. at 219–20; Bilski, 561 U.S. at 611); mathematical formulas (Parker v. Flook, 437 U.S. 584, 594–95 (1978)); and mental processes (Gottschalk v. Benson, 409 U.S. 63, 69 (1972)). Concepts determined to be patent eligible include physical and chemical processes, such as “molding rubber products” (Diamond v. Diehr, 450 U.S. 175, 192 (1981)); “tanning, dyeing, making waterproof cloth, vulcanizing India rubber, smelting ores” (id. at 184 n.7 (quoting Corning v. Burden, 56 U.S. 252, 267–68 (1854))); and manufacturing flour (Benson, 409 U.S. at 69 (citing Cochrane v. Deener, 94 U.S. 780, 785 (1876))). In Diehr, the claim at issue recited a mathematical formula, but the Supreme Court held that “[a] claim drawn to subject matter otherwise statutory does not become nonstatutory simply because it uses a mathematical formula.” Diehr, 450 U.S. at 176; see also id. at 192 (“We view respondents’ claims as nothing more than a process for molding rubber products and not as an attempt to patent a mathematical formula.”). Having said that, the Supreme Court also indicated that a claim “seeking patent protection for that formula in the abstract . . . is not accorded the protection of our patent laws, . . . and this principle cannot be circumvented by attempting to limit the use of the formula to a particular technological environment.” Id. (citing Benson and Flook); see, e.g., id. at 187 (“It is now commonplace that an application of a law of nature or mathematical formula Appeal 2021-000656 Application 15/086,205 6 to a known structure or process may well be deserving of patent protection.”). If the claim is “directed to” an abstract idea, we turn to the second step of the Alice and Mayo framework, where “we must examine the elements of the claim to determine whether it contains an ‘inventive concept’ sufficient to ‘transform’ the claimed abstract idea into a patent- eligible application.” Alice, 573 U.S. at 221 (quotation marks omitted). “A claim that recites an abstract idea must include ‘additional features’ to ensure ‘that the [claim] is more than a drafting effort designed to monopolize the [abstract idea].’” Id. (quoting Mayo, 566 U.S. at 77). “[M]erely requir[ing] generic computer implementation[] fail[s] to transform that abstract idea into a patent-eligible invention.” Id. USPTO Section 101 Guidance The United States Patent and Trademark Office (“USPTO” or “the Office”) published revised guidance on the application of § 101. USPTO’s January 7, 2019 Memorandum, 2019 Revised Patent Subject Matter Eligibility Guidance (“Memorandum” or “Office Guidance”).6 Under that guidance, we first look to whether the claim recites the following: (1) any judicial exceptions, including certain groupings of abstract ideas (i.e., mathematical concepts, certain methods of organizing human interactions such as a fundamental economic practice, or mental processes); and 6 Available at https://www.govinfo.gov/content/pkg/FR-2019-01- 07/pdf/2018-28282.pdf. Appeal 2021-000656 Application 15/086,205 7 (2) additional elements that integrate the judicial exception into a practical application (see MPEP § 2106.05(a)–(c), (e)–(h)).7 Only if a claim (1) recites a judicial exception and (2) does not integrate that exception into a practical application, do we then look to whether the claim: (3) adds a specific limitation beyond the judicial exception that is not “well-understood, routine, conventional” in the field (see MPEP § 2106.05(d)); or (4) simply appends well-understood, routine, conventional activities previously known to the industry, specified at a high level of generality, to the judicial exception. Analysis The Examiner rejects all pending claims as directed to ineligible subject matter under 35 U.S.C. § 101. Non-Final Act. 4–7. The Examiner finds that the claims recite various steps of receiving and analyzing information, falling within the abstract idea category of Mental Processes. Id. at 4–6. The Examiner further finds that the claims recite methods for organizing and tracking work between people, which fall within the abstract idea category of Certain Methods of Organizing Human Activity. Id. For example, the Examiner finds that the process of “[c]onnecting an agent to a task has been done in call centers for years, and this particular implementation is to connect a Pilot (agent) to a task (Pilot the UAV or 7 We acknowledge that some of these considerations may be evaluated properly under Step 2 of Alice (Step 2B of the Office Guidance). Solely for purposes of maintaining consistent treatment within the Office, we evaluate this inquiry under Step 1 of Alice (Step 2A of the Office Guidance). Appeal 2021-000656 Application 15/086,205 8 monitor it, as there is no detail claimed as to what is being done with this established link).” Ans. 6. Having identified the judicial exceptions (abstract ideas) in the claims, the Examiner finds that the additional elements—apart from the patent- ineligible judicial exceptions—amount to no more than mere instructions to apply the judicial exceptions using generic computer components. Non-Final Act. 6. Therefore, the Examiner finds that the judicial exceptions are not integrated into a practical application. Id. Finally, the Examiner finds that the additional elements do not amount to significantly more than the judicial exceptions because mere instructions to apply an exception using generic computer components cannot provide an inventive concept. Id. Appellant argues that the Examiner has not properly applied the enumerated judicial exceptions set forth in the Office Guidance. Appeal Br. 10–11. Specifically, Appellant argues that the Examiner identifies the “elements of claim 1 as being directed to ‘a Mental Process for Organizing Human Activity,’ which is not one of the identified categories listed in the current guidance.” Id. at 10. Further, Appellant argues that the Examiner’s reference to “organizing and tracking work between people” does not relate to “managing personal behavior, and relationships or interactions between people.” Id. at 11. Finally, Appellant contends that step [b], instantiating a contact object corresponding to the new contact, and step [h], establishing a communication link, cannot be performed in the human mind and thus are not mental processes. Id. at 12–13. We are not persuaded by Appellant’s argument because we agree with the Examiner that the claims recite more than one abstract idea falling under the category of “certain methods of organizing human activity” and mental processes. The Examiner’s identification of multiple abstract ideas recited Appeal 2021-000656 Application 15/086,205 9 by the claims is not improper, as “[a]dding one abstract idea [] to another abstract idea [] does not render the claim non-abstract.” RecogniCorp, LLC v. Nintendo Co., 855 F.3d 1322, 1327 (Fed. Cir. 2017). As to the specific limitations, we agree with the Examiner that the claimed steps—[a] receiving a new contact; [b] instantiating a contact object; [c] receiving a first set of information; [d] selecting a UAV based on the first set of information; [e] associating a characteristic of a UAV with the contact object; [f] receiving an additional set of information; and [g] dynamically predicting a particular agent based on the first and additional sets of information—all relate to processing information, observations, and evaluations that can be performed in the human mind, i.e., mental processes. For example, the Specification describes the instantiating step as creating a contact object representative of a contact based on certain attributes. Spec. ¶¶ 17, 48. Creating representative abstractions according to certain attributes is a mental process that can be performed in the human mind. As identified by the Examiner, the claims recite performing these mental processes with a generic computer, namely, “a processor of the contact center.” We further agree with the Examiner that assigning a particular agent to a particular task based on the received data relates to managing interactions between people, namely between a customer and an agent, which falls within the category of certain methods of organizing human activity. See NetSoc, LLC v. Match Grp., LLC, 838 F. App’x 544, 548 (Fed. Cir. 2020)(“‘maintaining’ a list of participants, ‘presenting’ a user with selectable categories, ‘displaying’ participant information based on the selected category . . . are all human activities that the claims more efficiently organize by applying them to a ‘network computer system.’”)(non- precedential). Appeal 2021-000656 Application 15/086,205 10 Appellant argues that even if the claim recites a judicial exception, the alleged exception is integrated into a practical application for two reasons. See Appeal Br. 13–15. First, Appellant argues that step [h], establishing a communication link, is an additional element that effects “a transformation from one state to another.” Id. at 13–14. Specifically, Appellant argues that the elements preceding the “establishing” element are used to place a particular agent device and a user device and/or a device associated with the UAV “into a different state, as compared to a previous state, and create a link that was not previously active.” Id. at 14. Appellant analogizes the claimed method to the method of curing polyurethane claimed in Diehr. See id.; see also Ans. 3–4 (citing Patent Eligibility Example 45, available at: https://www.uspto.gov/sites/default/files/documents/peg_oct_2019_app1. pdf). We are not persuaded by Appellant’s argument as to effecting a transformation. Unlike Diehr, in which the invention “recited an improved process for molding rubber articles,” 450 U.S. at 181, the claims at issue refer to an improved method of communicating over a network between a UAV customer and a UAV agent. Rather than recite a transformation of a particular article, the claims merely limit the use of the claimed abstract idea to a particular technological environment. See ChargePoint, Inc. v. SemaConnect, Inc., 920 F.3d 759, 768 (Fed. Cir. 2019) (“the invention of the patent is nothing more than the abstract idea of communication over a network for interacting with a device, applied to the context of electric vehicle charging stations.”). Our reviewing court has “repeatedly made clear that merely limiting the field of use of the abstract idea to a particular existing technological environment does not render the claims any less Appeal 2021-000656 Application 15/086,205 11 abstract.” Affinity Labs of Texas, LLC v. DIRECTV, LLC, 838 F.3d 1253, 1259 (Fed. Cir. 2016). Second, Appellant argues that step [h] applies or uses the judicial exception in some other meaningful way. Appeal Br. 14–15. Specifically, Appellant argues that the system “optimizes the use of scarce resources within a contact center, specifically skilled agents,” and avoids connecting a user with an agent who does not have the appropriate skills to handle the contact at that particular time. Id. (citing Spec. ¶¶ 58–61). We are not persuaded by Appellant’s argument because Appellant’s alleged improvement does not improve the functioning of a computer or is not an improvement to other technology. See 84 Fed. Reg. 55. Rather, Appellant’s claimed invention addresses a business problem, namely, more efficient application of scare human resources which represent a large percentage of the operating cost in many businesses. See Spec. ¶¶ 2, 58. Appellant argues that claims recite additional elements that amount to significantly more than the abstract idea, and that the additional elements are not well-understood routine and/or conventional. See Appeal Br. 15. However, Appellant does not make any specific arguments as to any unconventional elements. See id. Instead, the Specification describes the devices for implementing the judicial exceptions as conventional and well- understood. For example, the Specification discloses that known ACD software “is used by contact center to route incoming calls to specifically assigned . . . agents” and “allows a system administrator to create an efficient call management environment.” Spec. ¶ 20. The Specification further describes the claimed computing devices, including the contact center processors, agent devices, user devices, and communication devices, as well-known and conventional. See id. ¶¶ 19, 23, 25, 33, 35, and 77–84. Appeal 2021-000656 Application 15/086,205 12 Reciting generic computer components does not make an otherwise ineligible claim patent-eligible. See Affinity Labs, 838 F.3d 1253. Accordingly, we affirm the Examiner’s rejection of claim 1. Claims 2–10 and 21–28, which are not separately argued, fall with claim 1. 37 C.F.R. § 41.37(c)(1)(iv). REJECTIONS UNDER 35 U.S.C. § 103 The Examiner rejects claims 1–4, 8, 10, 21–23, and 27 under 35 U.S.C. § 103 as obvious over Chambers and Duggan. Non-Final Act. 8–11; Ans. 7–9. The Examiner rejects claims 5, 7, 9, 24, 26, and 28 under 35 U.S.C. § 103 as obvious over Chambers, Duggan, and Buerger. Id. at 11–13. The Examiner rejects claims 6 and 25 under 35 U.S.C. § 103 as obvious over Chambers, Duggan, Buerger, and Chan. Id. at 13–14. We have reviewed Appellant’s contentions that the Examiner erred in rejecting claims 1–10 and 21–28 as unpatentable over the cited art. We disagree with Appellant’s contentions and, except as noted, adopt the findings set forth in the Examiner’s Answer and Final Rejection. For emphasis, we highlight and address the following: Findings of Fact (“FF”) 1. Chambers discloses an unmanned aerial system (“UAS”) for reliably operating one or more UAVs to perform various functions, including, but not limited to, package delivery, data capture, mapping, surveillance, and infrastructure-provisioning. Chambers ¶ 1. 2. Chambers discloses a UAS that receives a service request from a human user with a user device. The UAS deploys a UAV from a distribution center to fulfill the request. Id. ¶¶ 25–26, Figure 1. Appeal 2021-000656 Application 15/086,205 13 3. Chambers discloses the service request includes instructions to the UAS to provide some service at the destination site. The destination site maybe any designated location. The requested service may be any service that can be provided from an airborne platform. The UAV may carry any suitable payloads depending on the nature of the service request received from the service requestor. Id. ¶¶ 26–27, 29. 4. Chambers discloses a global system operator that may be a human user that monitors and operates the UAS. “[O]ne or more of the global system operators [] are trained UAV pilots, and the UAS [] may hand over control of a UAV [] to one such operator, temporarily or for the duration of a UAV mission.” Id. ¶¶ 32–33. 5. Chambers discloses that, in addition to the destination site location and payload information, the service request may contain other information that is useful for the fulfillment of the service request. For example, the service request further comprises a time designating when the service request should be fulfilled at the destination site. Id. ¶ 36. 6. Chambers discloses a mission planner that provides the UAV with high-level directives and goals. The directives include movement, dropping of payload, capturing image data, and transmitting data. The mission planner may also receive commands from global services, human operators, or third-parties (such as air traffic controllers). For example, the mission planner may receive commands from a human operator to change course or issue new directives. Id. ¶¶ 45, 47, 72, 87. 7. Chambers discloses that the mission planner is required to know the location, orientation, altitude, and speed of the UAV at various times during the mission. A flight controller provides this information through a process called state estimation. Id. ¶ 64. Appeal 2021-000656 Application 15/086,205 14 8. Chambers discloses that the global system operators connect to global services and provide human intervention for systems that cannot be fully automated (or are otherwise selected to not be fully automated). The global system operators connect to global services through user control devices, e.g., computers and smartphones. Id. ¶ 111. 9. Chambers discloses that the UAS may include a service request handler that manages service requests. The service request handler takes input from a global system operator to determine the distribution center that will be used to fulfill a service request. The service request handler may estimate a predicted time of mission completion based on information received information from the distribution center and the UAV. Id. ¶¶ 116– 119. 10. Duggan discloses that known UAV control systems typically offer limited real-time control capability or require management by rated pilots. Because time-critical targets or surveillance objects can pop-up during the mission, real-time control by skilled pilots is required to deviate from the planned route to find and identify new targets; to maneuver UAV’s to avoid traffic; to fly under the weather; or to get better line-of-sight-angles. Duggan ¶ 7. 11. Duggan discloses a system that provides a uniform UAV control scheme where an operator may activate and deactivate different modes of operator control representing different levels of system autonomy, including autonomous and manual modes. An intelligence synthesizer ensures that the switch between modes of control is carried out as smoothly as possible. Id. ¶¶ 12, 59. 12. Duggan discloses that an operator can maintain a variable level of control over a UAV, from fully manual to fully autonomous, with simple Appeal 2021-000656 Application 15/086,205 15 user-friendly inputs. The control system may queue the operator to select an input, or may control the UAV into a constant altitude, heading, and speed flight until the operator instructs a maneuver. Id. ¶ 368. 13. Duggan discloses the system provides vehicle status information, sensor management and control functionality, and information dissemination capability through both data logging and network connectivity. A route editing dialog is accessed from the map display and provides the operator rapid interaction for real-time mission planning and route editing capability. Id. ¶ 381. 14. Buerger discloses a system that allows a human operator to control teams of multiple heterogeneous unmanned systems (“UMS”) which are referred to as “agents.” The human operator applies high level perception and tactical reasoning, while the system automates lower level decisions. The operator can also bypass high level control and control agents at lower levels. Buerger 4:11–28. 15. Buerger discloses the system is responsible for assigning agents to objectives and may hand off objectives from agent to agent according to attributes of the agents. See Buerger 13:59–15:6. Analysis for Claims 1, 2, 8, 10, 21, 27 Appellant argues that “the combined teachings of Chambers and Duggan fail to teach or suggest ‘dynamically predicting . . . a particular agent of the contact center to connect to the contact object, wherein the prediction is based on the first set of information and the additional set of information.” Appeal Br. 20. Specifically, Appellant argues that Chambers does not teach or suggest predicting or selecting “any particular operator based on any received information.” Id. at 18. Likewise, Appellant argues that although Duggan discloses a UAV-control system that receives various Appeal 2021-000656 Application 15/086,205 16 information, Duggan does not teach or suggest “that the system predicts/selects any particular operator for connection with the UAV, much less that the particular operator is selected based on any [of] the received information.” Id. at 20. We do not find Appellant’s argument persuasive. Both Chambers and Duggan teach providing an additional set of information by dynamically updating UAV flight information during the UAV mission. Specifically, Chambers teaches a mission planner that knows the location, orientation, altitude, and speed of the UAV at various times during the mission. FF7. Likewise, Duggan teaches a system that provides UAV status information, sensor management, and data logging for real-time mission planning and route editing. FF13. Both references also teach connecting human operators (agents) to the UAV with variable levels of control at various times. Specifically, Chambers teaches handing temporary UAV control to global system operators that are trained UAV pilots having agent devices. FF4, 8. Chambers also teaches establishing a communication link between a UAV’s mission planner and operators or air-traffic controllers. FF6. Duggan likewise teaches a control mode that switches between autonomous and manual (agent) control as needed. FF10–12. By teaching temporary control by a UAV pilot during portions of the monitored UAV mission, the references suggest dynamically predicting a particular agent of the contact center to connect to the contact object based on the first and additional information. Specifically, Chambers teaches that one or more of the global system operators are trained UAV pilots who provide human intervention for systems that cannot be fully automated. FF4, 8. A UAV pilot is a particular agent of the contact center, having a particular Appeal 2021-000656 Application 15/086,205 17 skill or attribute. See Spec. ¶ 55. Likewise, Duggan teaches that it was known to assign skilled pilots to deviate from a flight plan based on time- critical targets or surveillance objectives. FF10. It would have been obvious to assign temporary control to a particular UAV pilot as needed, based on the real-time flight data received from the UAV. The obviousness analysis “can take account of the inferences and creative steps that a person of ordinary skill in the art would employ.” KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 418 (2007). “A person of ordinary skill is also a person of ordinary creativity, not an automaton.” Id. at 421. Appellant has not shown that the Examiner erred in rejecting claims 1 and 10. Accordingly, we affirm the Examiner’s rejection of those claims. Claims 2, 6, 8, 21, 25 and 27, which are not separately argued, fall with claims 1 and 10. 37 C.F.R. § 41.37(c)(1)(iv). Analysis of claims 3, 4, 22, and 23 Appellant contends that claims 3 and 22 further recite dynamically predicting an optimal time to establish the connection and establishing the communication link during that optimal time period. Appeal Br. 20, 22. Appellant contends that claims 4 and 23 further limit the optimal time to the arrival time of the UAV at the target destination. Id. at 21–22. Appellant argues that the combination of Chambers and Duggan does not teach or suggest using a predicted time of mission completion to determine when the operator/agent should be connected or establishing a communication link during a specific time period. Id. at 21. We are not persuaded by Appellant’s argument. As discussed above, Chambers and Duggan use real-time monitoring of the UAV to predict the mission completion or arrival time. A person of ordinary skill in the art would have recognized the predicted arrival time as an optimal time to Appeal 2021-000656 Application 15/086,205 18 connect the autonomous UAV to a skilled UAV pilot to complete the mission. “[W]hile an analysis of obviousness always depends on evidence that supports the required Graham factual findings, it also may include recourse to logic, judgment, and common sense available to the person of ordinary skill that do not necessarily require explication in any reference or expert opinion.” Perfect Web Techs., Inc. v. InfoUSA, Inc., 587 F.3d 1324, 1329 (Fed. Cir. 2009). Accordingly, we affirm the Examiner’s rejection of claims 3, 4, 22, and 23. Analysis for claims 5, 7, 9, 24, 26, and 28 Appellant argues that neither Chambers nor Duggan teach selecting an agent based on at least one attribute. Appeal Br. 23. Appellant acknowledges that Buerger assigns agents to objectives based on particular attributes; however, Appellant argues that Buerger’s agents are UAVs and not human operators. Id. Appellant argues that it is unreasonable to interpret Buerger’s UAVs as the agent in claim 5, and therefore “Buerger fails to teach or suggest selection of the (human) agent/operator based on attributes of the (human) agent/ operator.” Id.; see also Reply Br. 12–13. We do not find Appellant’s argument persuasive. We agree with Appellant that Buerger’s agents are UAVs, and thus Buerger teaches an algorithm for assigning UAVs to particular objectives based on UAV attributes. FF14, 15. However, as noted by the Examiner, the rejection is over the combination of Chambers, Duggan, and Buerger. See Ans. 11–12. The Examiner has identified a reason for one of ordinary skill in the art to use Buerger’s system for assigning objectives to Chambers and Duggan’s human agents, particularly on a temporary basis due to updated information from the UAV. See Non-Final Act. 11–12. Specifically, the Examiner finds that the references “are all analogous art which teach solutions to controlling Appeal 2021-000656 Application 15/086,205 19 unmanned vehicles using operators, and the combination would lead to an improvement in the control of the system as the optimized agent would be selected for each particular objective, and thus improve the efficiency of operations.” Id. “[I]f a technique has been used to improve one device, and a person of ordinary skill in the art would recognize that it would improve similar devices in the same way, using the technique is obvious unless its actual application is beyond his or her skill.” KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 417 (2007). Appellant also argues that claim 7, depending from claim 5, is separately patentable. Appeal Br. 24–25. Specifically, Appellant argues that the prior art does not teach selecting an additional agent based on their attributes at the time of arrival of the UAV at a target destination. Id. at 24. We do not find Appellant’s argument persuasive. As discussed above, we agree with the Examiner that Chambers and Duggan suggest contacting an agent at the time of UAV arrival based on additional information about the UAV mission. Although Buerger teaches assigning UAV agents and not human agents, a person of ordinary skill in the art would have recognized that Buerger’s system for assigning agents to objectives based on agent attributes would apply to Chamber’s and Duggan’s skilled pilots. Likewise, Buerger’s system for handing-off objectives from agent to agent based on their attributes would be similarly applicable. See FF15. Accordingly, the combination of Chambers, Duggan, and Buerger suggests selecting an additional agent for connection with the contact object based on at least one additional parameter and at least on attribute of the additional agent, as recited by claim 7. Appellant has not shown that the Examiner erred in rejecting claims 5 and 7. Accordingly, we affirm the Examiner’s rejection of those claims. Appeal 2021-000656 Application 15/086,205 20 Claims 24, 26, and 28, which are not separately argued, fall with claims 5 and 7. 37 C.F.R. § 41.37(c)(1)(iv). CONCLUSION Claims Rejected 35 U.S.C. § Reference(s)/Basis Affirmed Reversed 1–10, 21–28 101 Eligibility 1–10, 21–28 1–4, 8, 10, 21–23, 27 103 Chambers, Duggan 1–4, 8, 10, 21–23, 27 5, 7, 9, 24, 26, 28 103 Chambers, Duggan, Buerger 5, 7, 9, 24, 26, 28 6, 25 103 Chambers, Duggan, Buerger, Chan 6, 25 Overall Outcome 1–10, 21–28 TIME PERIOD FOR RESPONSE No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a). See 37 C.F.R. § 1.136(a)(1)(iv). AFFIRMED Copy with citationCopy as parenthetical citation