Manufacturers, such as automakers, have to deal with increasing demands, and are required to drive immediate improvement. Best-in-class manufacturing companies add overtime, outsource, and, most importantly, buy new equipment. To produce high volumes of products and meet the growing demands of customers businesses use AI-powered robots. AI bots can learn several tasks, including welding, assisting human beings with dull, repetitive tasks. Adding AI to robotic systems empowers continuous learning. If bots encounter numerous control learning tasks over time, they can transfer information between them. Artificial intelligence is the key to success when it comes down to robotics.
Many say that artificial intelligence, AI for short, is one of the most exciting fields in robotics. And they have a point. AI-powered robots are capable of working in the real-world environment, manipulating objects by way of perceiving, picking, and moving. Yes, but are robots intelligent? While they will never be really human and will not outsmart humanity, AI robots can learn from experience and help people in businesses as well as in other productive activities. It is important to keep in mind that machines are designed with our intellectual abilities. Bots can communicate using language and come up with original ideas.
Learn how an AI-powered robot works
What are the components of the human body? If we were to provide a description, we would probably have to say that it is made up of a body structure, muscle system, sensory system, power source, and brain system. Robots are made to look and act like humans, so it should not come as a surprise if we encounter the very same components. The question now is: How do robots teach themselves? Well, it is possible owing to something called machine learning, which is a common application of artificial intelligence. Various techniques are used to comprehend large amounts of data to make decisions of predictions. Those who can develop machine learning tools can impact their areas of activity.
Artificial intelligence and machine learning applications in the real world
AI and robotics represent a fantastic combination of automating tasks within a business. There is a great deal of excitement about what AI-powered robots can do. They have made our lives more comfortable and accelerated progress. In what follows, we will discuss the applications of artificial intelligence and machine learning.
1. Computer vision
Computer vision aims to advance techniques to help computers see and understand digital content. Applications include but are not limited to organizing personal photos, autonomous cars and drones, tagging pictures for an application, etc. Robot vision is closely linked to computer vision, the only difference being the applied kinematics. Camera and vision technology make it possible for bots to identify objects and determine how to grip a part. The result is that there is no need for mechanical attachments.
2. Self-supervised learning
This learning technique is quite new. What happens is that training data is automatically classified. While the process of learning is still monitored, it is not paramount to manually label the datasets. The great thing about self-supervised learning is that learning can take place in an online manner. This basically means that models can be trained and updated from the very beginning. Robots can design their own training examples to improve performance. Self-supervised learning has been incorporated into machines such as robotic arms. A flexible robotic arm, which eliminates big dependencies, can perform many actions. Take for example Google’s (News - Alert) robot arms that can open doors. It used a reinforced learning algorithm.
3. Motion control
A robotic system is made up of components that are very much like motion control systems. The bot can handle dynamic interactions and avoid obstacles. More than that, it is capable of precise speed, position, and motion control. The robot can be an articulated robotic arm or a parallel robotic pick arm. These are what we would call industrial robots. The rise of AI industrial robots cannot be denied. Their number has grown in many countries, being present in many sectors of activity like medical or military.
So, can artificial intelligence make every robot safe and efficient?
Tech companies are focused on the big pictures and not on the small details. They want to design collaborative robots that are even faster and more powerful. These bots will make viable contributions to every industry and will not need humans to look after them. Soon, machines will work alongside humans, and there will be no need for fences, as they are completely harmless. This is all due to artificial intelligence. If the robot has the ability to work alongside humans, it can become collaborative. After years of their widespread appearance in the workplace, robotics and computer automation enables every industry to avoid potential hazards.
AI-powered robots can shoulder the responsibility, saving significant amounts of man-hour and preventing potentially fatal accidents. As far as collaborative automation is concerned, the human is not eliminated from the cycle. On the contrary, robots safely operate alongside humans, leading to production changes. For the time being, there are not enough insights regarding human-robot collaboration. What is for sure is that future working environments will be full of humans and machines, which will share the same space. Big companies, as well as researchers, are making great efforts to improve the way robots and artificial intelligence carry out tasks. Therefore, engineer technologies will work effectively with real people.
Numerous companies are experimenting with robots so as to push artificial intelligence research forward. Examples include but are not limited to Google, IBM, and Facebook (News - Alert). Google is using this cutting-edge technology to solve problems such as detecting metastases or conserving the environment. IBM researchers, on the other hand, have come up with an AI-assisted tongue, which can cater to the needs of industrial and scientific users. Finally yet importantly, Facebook seeks to get a good understanding of human-level intelligence by developing machines that can help get understanding in technical fields. The point is that they are not researching for the fun of it, but to fuel progress.
So, yes, artificial intelligence can make every robot safe and efficient. Automated industrial machinery will help people work more freely and without fear.
