Military Technology

Chapter 1964 The learning and training method of artificial intelligence: the art of multiple shadow

Genius idea!

After hearing Wu Hao's introduction, everyone high-fived and agreed. Indeed, I didn’t expect that the simulated blood vessel network, which was originally just for the sake of looking good, could actually have such a function. It’s really very thoughtful.

After letting everyone digest for a while, Wu Hao led everyone to their real laboratory. This laboratory is very large, with several very familiar robots in the middle. There are some experimental areas scattered around, as well as some independent laboratories, separated by glass.

There are not many scientific researchers in the laboratory, and everyone seems very casual. They don't have the serious and dignified appearance of the laboratory in general. These people were dressed more casually, wearing a black short-sleeved shirt and matching their own pants and shoes, which looked very casual.

"This is our humanoid intelligent bionic robot laboratory, which is mainly engaged in research on robot hardware and some system software."

Wu Hao introduced with a smile to everyone.

After hearing Wu Hao's introduction, everyone immediately looked around. The laboratory is very clean. Except for some robot-like parts, everyone doesn't seem to see anything special.

This could not help but make everyone feel slightly disappointed. They originally thought that they could see some core things here, but now it seems that Wu Hao has no intention of showing them to them.

In fact, they overthought it. This was a humanoid intelligent bionic robot laboratory. Wu Hao didn't hide anything, and there was no need. Since you want to show it, then show it to them openly.

Of course, some important and confidential core technologies will not be revealed to others easily. The ability to "climb a tree" cannot be left to others.

Wu Hao introduced everyone in order, including the relevant structure, details, etc. of this humanoid robot. Even in order to make everyone understand, Wu Hao also specially asked scientific researchers to conduct relevant demonstrations and so on.

After following Wu Hao around, everyone finally had a basic understanding of this humanoid robot. I originally thought that all of them were experts in the fields of artificial intelligence and robotics, and I thought that they would know the same thing after reading it. But after really going through it, everyone shook their heads.

Although Wu Hao spoke in detail, it was precisely because of this detail that everyone fully understood the difficulty of these technical achievements. This also makes some people's hearts become cold again after a short period of time.

And everyone knows very well that there are some core technologies, including artificial intelligence systems, that Wu Hao has not yet demonstrated to him.

After showing this, Wu Hao led everyone to the third floor. Compared with the width of the second floor, it was divided into several small spaces by glass. In a larger space in the middle area. Wu Hao led everyone in front of several large screens, and then introduced to everyone.

“This layer is mainly aimed at related research work in the field of artificial intelligence systems and robot intelligent brains. Next, we will selectively show you the robot limb movement and behavior control system, as well as the robot’s cognition and Two major systems of interactive logic.

First of all, I want to tell you that these two systems were not developed specifically for the development of this robot. They are technological achievements that have already been developed. However, for this robot, we have built on the basis of these two systems. Relevant improvements, optimization and development have been carried out. "

After hearing Wu Hao's words, everyone was stunned for a moment, then looked at Wu Hao, waiting for his explanation.

Wu Hao noticed everyone's gaze and smiled, then he slid the transparent folding tablet in his hand with his fingers to display relevant content information on the big screen, and then introduced it to everyone: "Let's introduce it this way. Let's introduce this first. A robot limb movement and behavior control system technology, which actually comes from our intelligent robotic arms, intelligent bionic electronic prostheses, and intelligent mechanical exoskeleton limb control technology.

We have accumulated many precious technical achievements while developing these technical products, especially we have accumulated countless data on the movements of the human body and robotic arms, electronic prosthetics and exoskeletons.

Therefore, on this basis, relevant refinements were made and this robot limb movement and behavior control system was developed.

This is why you feel that this robot moves so naturally.

In addition, there are the well-known technical achievements in AI learning and AI training. We collect, organize, and learn massive amounts of data about human body movements, behaviors, expressions, and language habits, and then learn from them, and then conduct specialized training and imitation to generate a set of mature robot body movements and behaviors. Control system data information. "

Where did these data come from? Some experts at the scene raised their own questions.

Hearing this expert's question, Wu Hao answered with a smile: "The sources are very wide. First of all, it is the data accumulated by our own past research. In this regard, we have projects such as intelligent robotic arms, intelligent bionic electronic prostheses, and intelligent mechanical exoskeletons. During the development process, a very rich amount of data has been collected.

Of course, relying on these alone is not enough, so we purchased a large number of resource data packages on body movement AI training from relevant information and data resource companies.

In addition to these, we also use artificial intelligence systems and rely on high-speed networks to capture massive amounts of data and information from the Internet. Including photos, video materials, etc. posted and uploaded by some users that we have seen on public online platforms, websites, and forums. Even some film and television drama clips can become our learning and training data.

This data database is very large, and its total size may reach 10,000 exabytes (1eb=1024pb, 1pb=1024tb). "

So big! Everyone was shocked after hearing this. This was the first time they had heard of such a huge training data package.

It is huge, so ordinary AI learning and training is obviously not capable, so we have developed a new AI learning and training method. Take advantage of the replicability of the AI ​​system, and then divide it into hundreds, thousands, or even tens of thousands of AI systems to learn and train at the same time, and then integrate these learning and training systems layer by layer, and finally integrate them into one artificial intelligence system. Come.

This is a bit like the protagonist's best ninjutsu in the hit "Naruto" many years ago, the multi-shadow clone technique.

In order to learn ninjutsu, the protagonist will create many shadow clones to learn at the same time. After learning, the shadow clones will be removed. The information learned by these shadow clones will be gathered into the protagonist's body, and the learning experience of all shadow clones will be integrated to accelerate learning. process.

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