Invention Publication
- Patent Title: Detecting and Correcting Anomalies in Computer-Based Reasoning Systems
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Application No.: US18493524Application Date: 2023-10-23
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Publication No.: US20240135206A1Publication Date: 2024-04-25
- Inventor: Christopher James Hazard
- Applicant: Howso Incorporated
- Applicant Address: US NC Raleigh
- Assignee: Howso Incorporated
- Current Assignee: Howso Incorporated
- Current Assignee Address: US NC Raleigh
- Main IPC: G06N5/025
- IPC: G06N5/025 ; G06F16/2458

Abstract:
Techniques are provided herein. The techniques can include obtaining current context data and determining a contextually-determined action based on the obtained context data and a reasoning model. The reasoning model may have been determined based on one or more sets of training data. The techniques may cause performance of the contextually-determined action and, potentially, receiving an indication that performing the contextually-determined action in the current context resulted in an anomaly. The techniques include determining a portion of the reasoning model that caused the determination of the contextually-determined action based on the obtained context data and causing removal of the portion of the model that caused the determination of the contextually-determined action, to produce a corrected reasoning model. Subsequently, second context data is obtained, a second action is determined based on that data and the corrected reasoning model, and the second contextually-determined action can be performed.
Public/Granted literature
- US12198069B2 Detecting and correcting anomalies in computer-based reasoning systems Public/Granted day:2025-01-14
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