Alphago digital currency Wallet

1. Alphago generally refers to alpha go
alphago is the first artificial intelligence program to defeat human professional go players and the first world champion
its main working principle is "deep learning"
alphago is an AI program for go. Its main working principle is "deep learning"“ Deep learning "refers to multilayer artificial neural network and its training method. One layer neural network will take a large number of matrix numbers as input, get weight through nonlinear activation method, and then generate another data set as output. This is just like the working mechanism of biological neural brain. Through the appropriate number of matrices, multi-layer organization links together to form a neural network "brain" for precise and complex processing, just like people identifying objects and labeling pictures.

2.

Alphago zero is far more powerful than previous versions. Alphago zero accumulates skills through the process of "reinforcement learning". You can learn from playing with yourself. In just three days, alphago zero mastered the way of go and invented better moves. During this period, besides being told the basic rules of go, it did not get the help of human beings. As alphago zero continues to be trained, it begins to learn advanced concepts in the go game and pick out some favorable positions and sequences

In an article published in the journal Nature, the research team wrote that alphago zero's chess skills were terrible at first, then it graally became an inexperienced amateur chess player, and finally became a go master, who was able to make very strategic moves. These advances took only a few days. Within the first 10 hours, it found a formula. Soon afterwards, he learned some chess skills. Three days later, alphago zero discovered a new move being studied by human experts. Interestingly, the program has already mastered some complex moves before finding more simple moves

3. This proposition is not true in itself. Artificial intelligence is called artificial intelligence only when it has the ability of autonomous learning. The current development of strong artificial intelligence, enhance machine learning technology is autonomous learning. I don't know who gave you the topic of the debate? In fact, behind artificial intelligence is mathematics, including algo, which relies on some algorithms. At present, artificial intelligence does not have emotion and thinking. It can't learn knowledge and summarize rules based on a very small sample, just like human beings, and decide whether to learn a certain skill or not. If you insist that AI does not have SDL capabilities, you can say that these AI rely on computing and storage capabilities. At present, artificial intelligence technology has not been developed to be universal. The algorithm designed to play go can only play go, but not mahjong or landlords.

4. The name of the fifth generation of alphago is alphago zero

5. Google's R & D expenditure ranks first in the world, far surpassing that of apple and IBM QWs.
high tech such as alpha dog is the result of money; Money is not necessarily able to do, no money is certainly not able to do. QWs Nanyang website
bread finance and economics has checked the financial reports of major technology companies in China and the United States, and found that Google's investment in R & D in 2015 ranked the first, equivalent to more than 80.9 billion yuan, followed by Intel and Microsoft, equivalent to 79.3 billion yuan and 74.8 billion yuan respectively; Apple's R & D costs are only 51.6 billion yuan. The following is the R & D expenditure of major technology companies listed in the United States in fiscal year 2015.

6. It's deep learning, with winning probability first

7. Let's wait for Google to open source, but even if it's open source, you can't run. First, you don't have so much data. Second, you don't have a cluster. There are about 30000 GPUs, 170 GPUs, not servers....

9. Alphago is artificial intelligence. Quantitative investment is not omnipotent, there are many restrictions.

10. After all, alpha dogs are all invented by human beings according to the needs of social development. They all serve human beings. There is no need to worry. Many people worry about whether they will lose their jobs e to the development of technology in the future. The complexity of human brain is not clear even now. It is impossible to replace them with computers in many instries