Orion Star Robot - six major applications of artificial intelligence in the field of robotics

Create Date: 2024-8-30 12:03:23|Source: OrionStar

01. Application of artificial neural network in robot positioning and navigation. Artificial neural network has the function of integrating multiple information resources, and has a high application frequency in the positioning and guidance of intelligent robots.

02. The application of expert system in robot control. The use of expert system does not need to establish and solve accurate mathematical models, it is based on a large number of successful human practices and the experience is passed on to the robot in a programmatic way, so that it has a high ability to solve problems.

03. Application of evolutionary algorithm in robot path design. Path planning has always been the focus and difficulty in the field of intelligent robot research, with the gradual development of artificial intelligence evolutionary algorithm research, genetic algorithm, ant colony algorithm, etc., the problem of robot path planning has also been developed accordingly. In particular, the application of genetic algorithm in path planning makes the robot more intelligent.

04. Application of pattern recognition in the field of intelligent robots. At present, in the field of artificial intelligence pattern recognition, image recognition is the fastest growing and most widely used field, speech recognition is a hot spot in the development of artificial intelligence technology, and considerable achievements have been made, the accuracy of speech recognition is constantly improving, and the adaptability to different speech characteristics is also getting higher and higher. Machine vision has developed from a research field of pattern recognition to an independent discipline, and its current specific goal is mainly to develop an image understanding system from image input to natural scene analysis by simulating human vision.

05. Application of machine learning in the field of intelligent robots. If a robot is to complete complex tasks, its ability to learn is extremely important. Learning ability is one of the important abilities that individual robots must possess in the robot system, which provides an effective guarantee for the environmental understanding, planning and decision-making of robots in complex and changeable environments, so as to improve the operation efficiency of the entire robot system.

06. Application of distributed artificial intelligence in the field of intelligent robots. Distributed artificial intelligence divides a specific solution problem into multiple modules that cooperate with each other and share knowledge. Multi-agent systems study the coordination of intelligent behaviors among agents, including the coordination of rules, knowledge, technology, and actions. Multi-robot systems are a special case of multi-agent systems. It is a shortcut to the theoretical development of multi-agent systems to absorb the research results (theories and methods) of multi-agent systems, and organize and control multiple robots according to their characteristics, so that they can complete complex tasks that cannot be completed by a single robot through cooperation.
Orion Star Robot - six major applications of artificial intelligence in the field of robotics


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