Application of Artificial Intelligence in Robotics
Introduction
More and more companies are using robots in their operations. From manufacturing to customer service, many businesses are increasing their use of automation. Artificial intelligence (AI) is commonly used in robotics as well. In this article, you'll learn more about AI's role in robotics. Read more on Fundamental of Artificial Neural Network here.
Artificial Intelligence has been in Robotics for decades
If you're interested in learning more about how artificial intelligence has been used in robotics, the best place to start is in the 60s and 70s. This was when universities and government agencies were all working on various projects to create robots that could react intelligently to their environment.
The focus in these early days was primarily on toy robots with straightforward responses to stimuli from their sensors. Still, later research focused on humanoid robots that could be controlled by humans through teleoperation or autonomous operation.
Toy Robots
Initially, the focus was on toy robots using simple responses to stimuli to appear intelligent.
The first humanoid robot, a vacuum cleaner named Rover, was built by George Devol in 1956.
It had a camera for vision and an arm that picked up blocks and put them in their place. It also used basic programming techniques such as punch cards (which are still used today).
The concept of Toy Robots is still used today to educate children. Read more here.
Advances in Technology and Computing
Today's robots are capable of much more due to the advances in technology and computing power since then. Computers have become smaller, faster, and cheaper while collecting more data than ever before.
This allows robots to perform more complex tasks than they could previously. For example, robots can now be used as assistants in hospitals or factories to help doctors and workers complete their assignments or assist them with complex procedures using advanced visual recognition systems that allow them to identify objects based on their shape or color without needing a human operator's instructions every step of the way.
Read the article: The Top 10 Industries Utilizing Robots and Robotics, here.
How Artificial Intelligence is used in robotics
Now that you have an idea of what AI is and its current applications, we'll look at how it can be effectively used in robotics.
One of the most popular areas for artificial intelligence research is machine learning, which allows a robot to learn from experience rather than needing to be programmed step-by-step.
Machine learning algorithms can also be used to predict future events based on past behavior. For example, suppose you teach a robot how to play soccer by having it kick a ball around a field repeatedly while rewarding the best kicks with treats or praise (or whatever motivates your robot).
In that case, eventually, it will learn how much force should be applied when kicking to get better results. Furthermore, if your robot were able to play against other robots with different characteristics (size, weight), its ability would improve even more quickly because it would adapt its technique based on each opponent's strengths and weaknesses.
Natural language processing is another area where AI has made great strides recently: computers can now understand spoken language and humans! This means that instead of having user interfaces designed solely for typing text commands into them (for example), some systems allow users to simply speak commands out loud.
This will enable people who don't know how computers work very efficiently to access them without needing extensive training first—just think about how hard it would've been for me growing up without touchscreen smartphones!
Computer vision refers broadly here not just to seeing something but knowing what aspects matter most when analyzing images taken by cameras.
The final area we'll cover deals today specifically with robotics: computer vision refers broadly here not just about seeing something but knowing what aspects matter most when analyzing images taken by cameras mounted onto robots themselves so they can navigate through unfamiliar environments safely and efficiently while avoiding obstacles along with their ways like chairs or walls.
Artificial intelligence is used to make today's robots more intelligent, more practical, and efficient.
Artificial intelligence (AI) is a broad topic, covering many areas of research and development in computer science. It's used to make robots more intelligent, more practical, and efficient.
AI is used in many areas of robotics, including perception, planning, and control.
There are many examples of AI that are improving robots' abilities to perform tasks safely and efficiently. Such as:
Machine learning algorithms can help robots recognize objects based on their features or shape;
Deep learning neural networks can be used to teach robots how to learn from their experiences;
Reinforcement learning allows a robot to learn from its own actions by rewarding itself when doing something correctly
Conclusion
The one thing you should take away from this article is that artificial intelligence has come a long way, and it's continuing to grow exponentially. What used to be seen as science fiction movies is now becoming a reality. Artificial intelligence in robotics will have a considerable impact on our lives, whether or not we're ready for it yet. The only question is: Are we ready?