Machine learning system and user control pattern learning method therefor

A technology of machine learning and control mode, applied in machine learning, general control system, control/regulation system, etc., can solve problems such as difficulty in effectively implementing the system, inability to be widely used, increased code length or computational complexity, etc.

Active Publication Date: 2018-03-09
HYUNDAI MOTOR CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

While certain users can sensitively steer the wiper system according to all parameter values, some users can steer the wiper system only by rainfall
However, all parameters cannot be used universally

Method used

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  • Machine learning system and user control pattern learning method therefor
  • Machine learning system and user control pattern learning method therefor
  • Machine learning system and user control pattern learning method therefor

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Embodiment Construction

[0031] Because unless otherwise specifically stated, the terms "comprising", "configured by", "having" and the like described in this application mean to include the corresponding components, they will mean to include other components without excluding other components .

[0032] The terms "part", "module" and the like described in this specification mean a unit that processes at least one function or operation and can be implemented by hardware or software or a combination of hardware and software. Furthermore, the terms "a", "an", "the", etc. may be used to include both the singular and the plural unless otherwise stated in this specification in the context of describing the present disclosure or clearly contradicting that context.

[0033] Hereinafter, exemplary embodiments of the present disclosure will be described in detail with reference to the accompanying drawings.

[0034] figure 1 is a block diagram illustrating a machine learning system according to an exemplary ...

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Abstract

The present invention relates to the machine learning system and user control pattern learning method therefor. The machine learning system comprises a detector detecting more than two learning dataset through two or more sensors mounted in a vehicle, a processor using machine learning logic to output user control patterns according to more than two learning data sets and controlling a vehicle control system according to user control patterns, and a memory storing more than two learning data sets and user control patterns therein. The processor is used for estimating the user control pattern from the more than two learning datasets stored in the memory and evaluating the similarity between the estimated user control patterns and the user control patterns stored in the memory to update thelearning parameters of the machine learning logic.

Description

[0001] Cross-references to related applications [0002] This application is based on and claims the benefit of priority from Korean Patent Application No. 10-2016-0111305 filed with the Korean Intellectual Property Office on Aug. 31, 2016, the entire contents of which are hereby incorporated by reference. technical field [0003] The present disclosure relates to a machine learning system and its method for learning user control modes, which can increase system performance (computing power) and efficiency by redefining the influence of each learning parameter according to the user control modes learned in advance in the system. Background technique [0004] A machine learning system is a system that performs learning by data supplied from the outside and estimates an output from an input based on the learning result. [0005] For example, in the case where the machine learning system learns the driver's wiper usage pattern, because the rainfall, illuminance, temperature and...

Claims

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Application Information

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IPC IPC(8): G05B23/02
CPCG05B23/0294B60R16/02G06N20/00
Inventor 徐海珍金时浚
Owner HYUNDAI MOTOR CO LTD
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