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SYSTEMS AND METHODS FOR COGNITIVE SERVICES OF A CONNECTED FMS OR AVIONICS SAAS PLATFORM

机译:连接的FMS或航空SAAS平台的认知服务的系统和方法

摘要

Disclosed are methods, systems, and non-transitory computer-readable medium for cognitive services for a FMS SaaS platform. For instance, the method may include obtaining training data; training reinforcement learning model(s) using the obtained training data; in response to receiving a request for cognitive services from a user device, analyzing a query of the request for cognitive services using at least one reinforcement learning model of the trained reinforcement learning model(s); determining intent, entity(s), emotion, and/or context of the query based on an output of the at least one reinforcement learning model to form a cognitive services request; applying a second at least one reinforcement learning model of the trained reinforcement learning model(s) to the cognitive services request to determine one or more services to invoke; and transmitting a result to the user device based on an output of the one of more invoked services.
机译:公开了用于FMS SaaS平台的认知服务的方法,系统和非暂时性计算机可读介质。例如,该方法可以包括获得训练数据;使用获得的训练数据训练强化学习模型;响应于从用户设备接收到对认知服务的请求,使用训练后的强化学习模型中的至少一个强化学习模型来分析对认知服务的请求的查询;基于至少一个强化学习模型的输出来确定查询的意图,实体,情感和/或上下文以形成认知服务请求;将已训练的强化学习模型的第二至少一个强化学习模型应用于认知服务请求,以确定一个或多个要调用的服务;基于多个被调用服务之一的输出,将结果发送给用户设备。

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