Autonomous biologically based learning tool

摘要

An autonomous biologically based learning tool system and a method that the tool system employs for learning and analysis are provided. The autonomous biologically based learning tool system includes (a) one or more tool systems that perform a set of specific tasks or processes and generate assets and data related to the assets that characterize the various processes and associated tool performance; (b) an interaction manager that receives and formats the data, and (c) an autonomous learning system based on biological principles of learning. The autonomous learning system comprises a memory platform and a processing platform that communicate through a network. Both the memory platform and the processing platform include functional components and memories that can be defined recursively. Knowledge generated and accumulated in the autonomous learning system(s) can be cast into semantic networks that can be employed for learning and driving tool goals based on context.

主权项

1. A method comprising:
establishing, by system including a processor, a goal for an autonomous biologically based learning tool associated with a tool system; receiving, by the system, data associated with the goal; generating, by the system, knowledge from the received data, wherein the knowledge comprises a set of concepts and each concept comprises a suitability metric that indicates a suitability of the concept to the goal and an inertia metric that indicates a complexity to employ the concept to the goal; storing, by the system, the knowledge; utilizing, by the system, the knowledge to determine at least one of the goal is accomplished or the goal is to be changed; and in response to determining that the goal is to be changed, changing, by the system, the goal according to a context extracted from the knowledge.