Chapter 1964: The learning and training method of artificial intelligence: the art of multiple shadow clones!
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 just for the sake of looking good, could actually have such a function. It was really thoughtful.
After letting everyone digest for a while, Wu Hao led everyone to their real laboratory. This laboratory was very large, with several very familiar robots in the middle, and some experimental areas scattered around it.
There are 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 the general impression. These people are dressed more casually, wearing a black short-sleeved shirt and matching
He was wearing his own pants and shoes, looking 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 was very clean. Except for some robot-like parts, everyone didn'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 thought too much. This is the humanoid intelligent bionic robot laboratory. Wu Hao did not hide anything, and there was no need. Since he wanted to show it, he should show it to them openly.
Of course, some core technologies involving important secrets will not be revealed to others easily. The ability to "climb a tree" cannot be left to others.
Wu Hao introduced it to everyone in sequence, including the structure, details, etc. of the relevant parts of this humanoid robot. 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 had a basic understanding of this humanoid robot. I originally thought that they were all experts in the field of artificial intelligence and robotics, so I thought they would know the same thing after just one look.
10. 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 made some talents' hearts become cold again after a short period of enthusiasm.
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 will
The crowd led the leaders in front of several large screens, and then introduced him 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 a lot of 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 prostheses, 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 data about human body movements, behaviors, expressions, and language habits.
, and then learn from it, and then carry out specialized training and imitation, thereby generating a set of mature robot limb movement and behavior control system data information."
Where did these data come from? Experts at the scene asked 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 posted and uploaded by some users that we have seen on public network platforms, websites, and forums.
Video materials, etc. Even some film and television drama clips can become our learning and training data information.
This data database is very large, and its total size may reach 10,000 EB (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 sounds huge, so ordinary AI learning and training is obviously not up to the task. Therefore, we have developed a new AI learning and training method. Taking advantage of the replicability of the AI system, it is then divided into hundreds, thousands, or even tens of thousands.
The AI system learns and trains at the same time, and then integrates these learning and training systems layer by layer, and finally integrates them into an artificial intelligence system.
This is a bit like the protagonist's best ninjutsu in the hit "Naruto" many years ago, the multiple 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.