I’m Really a Superstar Chapter 1113: [Zhang Ye’s contribution! 】
Noon.
Chinese Chess Institute.
already outside is surrounded by three layers inside the reporter!
TV station, newspapers, online media, and today Chinese Chess Institute already has become the focus of attention and the center of public opinion in the country. Even other Republic of Korea families are watching every move of Chinese Chess Institute. After all, the level of Go of Asia It is still Republic first, half of the world's top ten Chess player are Republic people, and the rest are other players of Japan Korea!
"Is single Dean present?"
"Are Xiang Rong 9th Dan?"
"I'm from CCTV, can you give me an interview?"
"I'm Beijing TV Station. I want to interview Changhe 9th Dan!"
"If Shinji 9th Dan loses, will we play?"
"Is Xiang Rong 9th Dan confident to win?"
Chess Institute is almost crowded!
"Please wait!"
"Teacher are in a meeting!"
"Don't squeeze, just wait!"
Several staff members entertained reporters in a hurry.
Inside.
Dozens of professional Chess players are around, and their faces are not very good-looking. Under the review of Chen Ying and the explanation of Xiang Rong 9th Dan and Li Yi 9th Dan, everyone finally watched the two games of PETER and Chen Chi 9th Dan. As a result, all of them were somewhat Frightened by the "intelligence" of PETER!
Xu Han 8th Dan exclaimed: "This is too exaggerated!"
"He really thinks!" Tian Weiwei was bloodless!
Hu Liang 7th Dan don't believe it, "impossible!"
Li Yi 9th Dan **** angrily said: "But only some people will get out, and only people can get out. It's impossible for the machine to get out. How does this Artificial Intelligence do it? This is by no means a simple big data imitation!"
"Can Shinji 9th Dan win?"
"I don't know!"
"Everyone is stunned now!"
"Yes, who knows nothing about this peter!"
"We know too little about it, and it knows about other world-class Chess player through some data on the Internet and TV!"
"It works! What the **** is it?"
"How could it be so smart?"
Everyone is incredible!
In these two games, they saw a lot of terrible things, and even made some people have to believe that this Artificial Intelligence really seems to think like humans, and it is more detailed and more comprehensive than humans !! This is too scary!
...
At home.
Lunch is over.
Zhang Ye made a call to Wu Zeqing.
Zhang Ye asks: "Has trouble in the Go world?"
Old Wu said, "My dad has gone to Chinese Chess Institute, and he is discussing the countermeasures urgently. If Shinji 9th Dan can win, it is okay to say that if Shinji 9th Dan also loses, then it is really troublesome. Now Chess Institute is also obscured by both eyes. Neither the data nor the mode of operation have been announced. No one knows what machine it is. The enemy is now on, and my dad is in the dark, so it is very difficult to get it.
After hearing the words, Zhang Ye said, "If it's the case, I'll be clear."
"Oh?" Old Wu.
Zhang Ye thought for a while and said, "In this way, I will send you some of my knowledge of this Artificial Intelligence. It may not be correct, but it can be used for your reference."
Old Wu said: "OK, I passed it to my father."
Hang up the phone, Zhang Ye first found the match between Chen Chi 9th Dan and PETER on the Internet, researched for a long time, and then probably had a number.
Three sisters pushed in and came in, "Hey, brother, what are you doing?"
Zhang Ye, typing while smiling, said, "Write something."
"Aren't you half a month off from work?" The older sister also entered the room.
Zhang Ye said, "Hey, give me a hand."
...
Chinese Chess Institute.
Shan Donghe is being interviewed.
Xiang Rong 9th Dan pushed the interview, and sat there studying the game of PETER and Chen Chi 9th Dan, sometimes shaking his head and frowning.
There.
Wu Changhe answered a call.
"daughter, I'm busy here."
"Dad, I gave you a copy, you see."
"What information?"
"Little Ye organizes the working principle of PETER."
"He? What does he know!"
"Let ’s take a look."
"Is the information reliable?"
"You forgot what the Little Ye did? People are world-class Mathematics workers. Computer programs are all things from Mathematics binary. Are you reliable? In this area, he is professional. Listening to the research of a world Mathematician(s), is better than what a group of Go players have studied? "
"OK, let me see."
Hang up, Wu Changhe received cell phone file.
A few moments later, Shan Donghe returned, dealing with dozens of journalists and media, making him very tired, because he really couldn't give a conclusion.
People are together again.
Wu Changhe suddenly said: "Come, look at this!"
“Ah?”
"What is it?"
"Teacher Changhe, what's wrong?"
Everyone came over.
Wu Changhe said: "Someone gave me a copy of what works for that P or something." He gave his apprentice Tian Weiwei and "put it on the screen for everyone to see."
Tian Weiwei immediately said: "OK!"
Everyone is dubious.
"How does it work?"
"Did someone analyze it?"
"Is it true?"
"Is this too fast?"
Shan Donghe also blinked his eyes, and quickly strode up, "Brother Wu, who sent it?"
Wu Changhe shrugged off, "You don't care who it is, it's against Correct who is working on Mathematics."
The screen comes out soon!
Look at everyone!
Xiang Rong is also looked up!
PETER.
This is a Go Artificial Intelligence program.
Mainly consists of 4 parts:
1. Policy-Network. Given the current position, predict the next move in the sample.
2. Fast-rollout, the goal is the same as 1, but under the condition of properly sacrificing the quality of the move, Speed is 1000 times faster than 1.
3. Value-Network. Given the current situation, it is estimated whether it is white or black.
4. Monte-Carlo-Tree-Search (MCTS), which connects these three parts to form a complete System.
Its main working principle is deep learning. Deep learning refers to a multilayer artificial neural network and methods of training it. A layer of neural network will take a large number of matrix numbers as input, take weights by non-linear activation method, and then generate another data set as output. This is just like the working mechanism of biological neural brain. With the appropriate number of matrices and multiple layers of tissues linked together, it forms a neural network 'brain' for precise and complex processing, just like people identify objects and mark pictures. It has two "brains" and improves chess by cooperating with two different neural networks "brains". These brains are multilayer neural networks that are structurally similar to those identified by image search engines. They start with a multi-layer heuristic two-dimensional filter to process the Go chessboard's location, just like the picture classifier network processes pictures. After filtering, the 13 fully connected neural network layers produce judgments about the situation they see. These layers can do classification and logical reasoning.
The first brain: Move-Picker.
Second brain: Position-Evaluator.
Wait, wait!
The analysis of two thousand words is like a scientific research project book, which is too professional!
Many professional Chess players are stupid. There are so many professional words and phrases that they can't even understand. They can only rely on humor.
Xiang Rong 9th Dan said in astonishment: "Who wrote this?"
Dean Shan Donghe also said: "Brother Wu, do you still know this Expert? Which Mathematician(s)?"
"Who cares who you are." Wu Changhe can't understand these things anyway, "You say it is useless?"
"Of course it is useful!" Chen Ying is the most exciting-she is not only a top female Chess player, but also a school bully, she is a student of the Tsinghua Mathematics department, "This analysis is too important! This already uses PETER to operate The models are exposed! If this is true, this Artificial Intelligence is definitely not thinking like American boasts, it will not think at all, it just makes people think it will think, and its core is data processing! "
Two "brains"?
Deep learning?
I finally know!
I finally know the true face of this peter!