I’m Really a Superstar

noon.

Chinese Chess Academy.

The outside was already surrounded by reporters from three floors inside and three outside!

From TV stations, newspapers, and online media, today's Chinese Chess Academy has become the focus of national attention and the center of public opinion. Even other Japanese and Korean countries are watching every move of the Chinese Chess Academy. After all, the level of Go in Asia as a whole, He is still number one in the Republic. Half of the top ten chess players in the world are from the Republic, and the rest are other players from Japan and South Korea!

"Is Dean Shan here?"

"Is Xiang Rong 9th Dan here?"

"I'm from CCTV, can I be interviewed?"

"I'm from Beijing TV Station, and I want to interview Section 9 of Changhe!"

"If Shinjiu-dan loses, will we go to war?"

"Is Xiangrong 9th Dan confident in winning?"

The chess court is almost overcrowded!

"Please wait!"

"The teachers are in a meeting!"

"Don't squeeze, wait a moment!"

Several staff members were busy entertaining reporters and media.

in.

Dozens of professional chess players gathered around, all looking unhappy. Under Chen Ying's review and Xiang Rong's ninth-dan and Li Yi's explanation and analysis, everyone finally finished watching the two games between PETER and Chen Chi's ninth-dan. , as a result, everyone was a little intimidated by PETER's "intelligence"!

Xu Han's eighth section was shocked: "This is too exaggerated!"

"He can really think!" Tian Weiwei's face turned pale!

Hu Liang didn't believe it for seven seconds, "It's impossible!"

Li Yijiu took a breath and said: "But these moves can only be made by humans, not by machines. How does this artificial intelligence do it? This is by no means a simple big data imitation!"

"Can Xin 29th Dan win?"

"I do not know!"

"Now everyone is confused!"

"yes,

No one knows anything about this PETER! "

"We know too little about it, but it knows a lot about other world-class chess players through some data on the Internet and TV!"

"How does it work?"

"How can it be so smart?"

Everyone was in disbelief!

In these two games of chess, they saw a lot of scary things, which even made people believe that this artificial intelligence seemed to really think like humans, and it thought more carefully and comprehensively than humans! This is so scary!

…

Home.

Lunch is over.

Zhang Ye made a call to Wu Zeqing.

Zhang Ye asked: "Is the Go world in trouble?"

Old Wu hummed, "My dad has gone to the Chinese Chess Academy and is urgently discussing countermeasures. If Xin 29th Dan can win, it will be okay. If Xin 29th Dan also loses, it will be really troublesome. Now the Chess Academy has a black eye, PETER Its data and operating mode have not been announced, and no one knows what kind of machine it is. Now the enemy is working in the open, and my father and the others are working in the dark, so it is very difficult to handle."

Hearing this, Zhang Ye said: "If this is the case, I know better."

"Oh?" Old Wu said.

Zhang Ye thought for a while and said, "In this way, I will send you some of my understanding of this artificial intelligence. It may not be correct, but it can be used for your reference."

Old Wu said: "Okay, I'll pass it on to my father."

After hanging up the phone, Zhang Ye went online and found the match between Chen Chi and PETER. After studying it for a long time, he finally got a rough idea.

The third sister opened the door and came in, "Hey, brother, what are you doing?"

Zhang Ye smiled while typing and said: "Write something."

"Didn't you take a break from work for half a month?" The eldest sister also entered the room.

Zhang Ye said: "Hey, do me a favor."

…

Chinese Chess Academy.

Shan Donghe is being interviewed.

Xiang Rong 9th Dan put off the interview and sat there studying the chess game between PETER and Chen Chi 9th Dan, sometimes shaking his head and sometimes frowning.

there.

Wu Changhe answered a phone call.

"Daughter, I'm busy here."

"Dad, I sent you some information. Please take a look."

"What information?"

"Xiao Ye compiled the working principle of PETER."

"Him? What does he know!"

"You take a look first."

"Is the information reliable?"

"Have you forgotten what Xiaoye does? He is a world-class mathematician. Things like computer programs are all derived from mathematical binary. Do you think it is reliable? He is the professional in this field. Listen to this The research of the world’s mathematicians is better than what a group of Go players have done, right?”

"Okay, let me take a look."

After hanging up the line, Wu Changhe took his mobile phone to receive the file.

Not long after, Shan Donghe came back. Dealing with dozens of reporters and media made him very tired because he really couldn't give a conclusion.

People are together again.

Wu Changhe suddenly said: "Come, take a look at this!"

"ah?"

"what?"

"Teacher Changhe, what's wrong?"

Everyone looked over.

Wu Changhe said: "Someone gave me a copy of the working principle of that P thing." He gave the thing to his disciple Tian Weiwei, "Put it on the screen for everyone to see."

Tian Weiwei immediately said: "Okay!"

Everyone was dubious.

"working principle?"

"Has anyone analyzed it?"

"is that true?"

"Isn't this too fast?"

Dan Donghe's eyes also lit up, and he quickly strode up, "Brother Angkor, who sent it?"

Wu Changhe curled his lips and said, "Don't worry about who it is, he is a mathematician anyway."

The screen came out quickly!

Everyone looks at it!

Xiang Rong also raised his head!

PETER.

This is a Go artificial intelligence program.

Mainly includes 4 parts:

1. Chess move network (Policy-Network), given the current situation, predicts the next move of the sample.

2. Fast-rollout, the goal is the same as 1, but under the condition of appropriately sacrificing the quality of the move, the speed is 1000 times faster than 1.

3. Value-Network. Given the current situation, it is estimated whether white wins or black wins.

4. Monte-Carlo-Tree-Search (MCTS) connects the above three parts to form a complete system.

Its main working principle is deep learning. Deep learning refers to multi-layered artificial neural networks and methods of training them. A layer of neural network takes a large number of matrix numbers as input, selects weights through nonlinear activation methods, and then produces another data set as output. This is just like the working mechanism of the biological neural brain. Through the appropriate number of matrices, multiple layers of tissue are linked together to form a neural network 'brain' for precise and complex processing, just like how people recognize objects and annotate pictures. It has two "brains" that work together to improve chess playing through two different neural network "brains". These brains are multi-layered neural networks that are structurally similar to those used by image search engines to recognize images. They start with multiple layers of heuristic 2D filters to handle the localization of the Go board, much like a picture classifier network handles images. After filtering, 13 fully connected neural network layers produce judgments about the situations they see. These layers are capable of classification and logical reasoning.

The first brain: Move-Picker.

Second brain: chess game evaluator (-Evaluator).

Etc., etc!

The two thousand words of research and analysis are like a scientific research project book, so professional!

Many professional chess players were dumbfounded. They couldn't even understand many professional words and expressions, so they could only rely on confusion, but they generally understood what PETER was!

Xiang Rong Jiuduan said in shock: "Who wrote this?"

Dean Shan Donghe also said: "Angkor, do you know such an expert? Who is this mathematician?"

"Who do you care?" Wu Changhe couldn't understand these things anyway, "Just tell me if it's useful?"

"Of course it's useful!" Chen Ying was the most excited. She was not only a top female chess player, but also an academic master. She was a serious student in the Department of Mathematics at Tsinghua University. "This analysis data is so important! This has already PETER's operating mode has been exposed! If this is true, this artificial intelligence is definitely not thinking as the United States boasts, it cannot think at all, it just makes people think that it can think, and its core is data processing!"

Two "brains"?

Deep learning?

Finally got it!

Finally I know the true identity of this PETER! (To be continued.) To find this site, please search "" or enter the URL: