Logical artificial intelligence Mivar technologies for autonomous road vehicles

The main field of our research is artificial intelligence already implemented in the experimental autonomous road vehicle. Artificial intelligence now is a really huge area of studies. This investigation is focused more on a development of intelligent systems. Such as expert systems, semantic text p...

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Vydáno v:IOP conference series. Materials Science and Engineering Ročník 534; číslo 1; s. 12015 - 12018
Hlavní autoři: Varlamov, O O, Chuvikov, D A, Aladin, D V, Adamova, L E, Osipov, V G
Médium: Journal Article
Jazyk:angličtina
Vydáno: Bristol IOP Publishing 01.05.2019
Témata:
Artificial intelligence
Control systems design
Decision making
Expert systems
Internet of Things
Knowledge representation
Microcontrollers
Robot control
Robotics
Semantics
System on chip
ISSN:1757-8981, 1757-899X
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Shrnutí:The main field of our research is artificial intelligence already implemented in the experimental autonomous road vehicle. Artificial intelligence now is a really huge area of studies. This investigation is focused more on a development of intelligent systems. Such as expert systems, semantic text processing systems, semantic image understanding systems, robotics systems. Wi!Mi is a solution for developing mivar knowledge models. This tool belongs to the class of so-called ES shells - programs that allow significantly simplify and accelerate the ES development process. It uses a novel knowledge representation mechanism based on bipartite graphs and the significantly improved but simple inference engine, which is able to process large systems involving millions of variables in just a few seconds. A special representation model which is called mivar nets with linear computational complexity using if-then rules is used in Wi!Mi. The idea is that the subject domain is divided into objects and connections between them. Scientific investigation allows to implement new decision-making system called "RoboRazum" as a form of an embedded software platform with flexible capabilities to adapt to control by any robotic suites and systems. RoboRazum is a platform for designing autonomous robotic control systems. Provided solutions don't require powerful computational resources and could be used in small systems-on-chip like microcontrollers. That is why this solution is perfectly fit with conception of Internet of Things (IoT). Reasoned and fast logical decisions based on mivar technologies play important role for autonomous road vehicles.
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ISSN:1757-8981
1757-899X
DOI:10.1088/1757-899X/534/1/012015