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Artificial Intelligence Chess Player AlphaZero and Deep Blue



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An AI Chess Player is a computer program playing chess. There are many levels of skill. The best AI chess players will have at least three thousand. If your computer is not at the same level, you can adjust it by changing its level. The score will appear below the status message. If one of the colors is ahead tactically, it'll also indicate that.

AlphaZero

AlphaZero is an AI chess player. It uses powerful representational approaches. It takes in the board layout and all previous moves, and then uses them to calculate probability of winning and best move estimates. AlphaZero uses M.C.T.S. (a representational analytics algorithm) that focuses on winning the best move. Its neural network is trained at 80,000 positions per seconds and is currently ranked fourth worldwide.

While many believe that AlphaZero is an artificial intelligence, a recent study suggests that AlphaZero can learn a game anew, which explains its unusual, dynamic and creative playing style. Matthew Sadler and Natasha Regan, chess experts, have examined AlphaZero’s play style. They discovered that AlphaZero is unique in his strategy.


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Deep Blue

Deep Blue is an artificial intelligence chess program developed by IBM. The system analyzes millions of moves to determine the best move for each position using a parallel chess search algorithm. It can search up to 100,000,000 possible chess positions per minute. To test the program, IBM researchers brought in Joel Benjamin (a U.S. player who is a grandmaster) and Joel Benjamin (a U.S chess player).


IBM researchers used Deep Blue's algorithms to create a new machine. The team created new chips for chess positions and optimized large numbers processors to run in parallel. The final machine was a 30-processor supercomputer with 480 customized integrated circuits. The Deep Blue team referred to the new version as Deeper Blue, and it was capable of exploring 40 moves into the future. It was officially launched in 1998.

Humans

In fifteen years human chess players never beat a machine. The dominance by AI chess players has reduced human creativity and created soulless algorithms. New research shows that AI could prove to be beneficial to humans. Unlike its predecessors, this new chess engine is designed to mimic human play and improve on the skills of amateur and professional players. A recent study by the University of California, Berkeley, also found that AI has an advantage over human players.

Computers are much better than humans at chess because they can learn from previous games and study them. Human chess professionals spend years improving their skills. Consequently, the AI can learn the game in a fraction of the time of a human. AI is also able to learn the game without rest or rely on human study habits. This means that AI could become more adept at playing chess than humans in future.


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Silicon

The world chess champion, 23-year-old Magnus Carlsen, recently met with techies in Mountain View, Calif. He was being interviewed by PayPal co-founder Peter Thiel, a billionaire investor. His concise answers were spot on and the audience laughed along with him. It's not surprising that Silicon Valley techies would desire to learn the secrets and strategies of genius chess players.

The silicone chessboard can be cleaned with a damp cloth. Don't get it too wet, and use the clean side. You should do this again after each use. Dirt will stick and be very difficult to remove. The best way to keep the board clean is to wipe it down after each use. If the dirt is difficult to remove or too thick, you might need to purchase a new board.




FAQ

Is there another technology which can compete with AI

Yes, but it is not yet. There have been many technologies developed to solve specific problems. None of these technologies can match the speed and accuracy of AI.


Why is AI important?

It is estimated that within 30 years, we will have trillions of devices connected to the internet. These devices will include everything from cars to fridges. The combination of billions of devices and the internet makes up the Internet of Things (IoT). IoT devices are expected to communicate with each others and share data. They will also be able to make decisions on their own. For example, a fridge might decide whether to order more milk based on past consumption patterns.

According to some estimates, there will be 50 million IoT devices by 2025. This is a great opportunity for companies. But, there are many privacy and security concerns.


Where did AI come from?

Artificial intelligence began in 1950 when Alan Turing suggested a test for intelligent machines. He stated that intelligent machines could trick people into believing they are talking to another person.

John McCarthy took the idea up and wrote an essay entitled "Can Machines think?" in 1956. He described the difficulties faced by AI researchers and offered some solutions.


Which industries use AI more?

The automotive industry is among the first adopters of AI. BMW AG uses AI for diagnosing car problems, Ford Motor Company uses AI for self-driving vehicles, and General Motors uses AI in order to power its autonomous vehicle fleet.

Other AI industries include banking, insurance, healthcare, retail, manufacturing, telecommunications, transportation, and utilities.


What is the newest AI invention?

Deep Learning is the most recent AI invention. Deep learning is an artificial Intelligence technique that makes use of neural networks (a form of machine learning) in order to perform tasks such speech recognition, image recognition, and natural language process. Google created it in 2012.

The most recent example of deep learning was when Google used it to create a computer program capable of writing its own code. This was achieved using "Google Brain," a neural network that was trained from a large amount of data gleaned from YouTube videos.

This enabled the system learn to write its own programs.

IBM announced in 2015 that they had developed a computer program capable creating music. Neural networks are also used in music creation. These networks are also known as NN-FM (neural networks to music).


What is the role of AI?

An algorithm is a sequence of instructions that instructs a computer to solve a problem. A sequence of steps can be used to express an algorithm. Each step has a condition that dictates when it should be executed. The computer executes each instruction in sequence until all conditions are satisfied. This is repeated until the final result can be achieved.

For example, let's say you want to find the square root of 5. One way to do this is to write down all numbers between 1 and 10 and calculate the square root of each number, then average them. You could instead use the following formula to write down:

sqrt(x) x^0.5

You will need to square the input and divide it by 2 before multiplying by 0.5.

A computer follows this same principle. It takes the input and divides it. Then, it multiplies that number by 0.5. Finally, it outputs its answer.


Are there any potential risks with AI?

Of course. There will always be. Some experts believe that AI poses significant threats to society as a whole. Others argue that AI has many benefits and is essential to improving quality of human life.

AI's greatest threat is its potential for misuse. Artificial intelligence can become too powerful and lead to dangerous results. This includes things like autonomous weapons and robot overlords.

Another risk is that AI could replace jobs. Many people worry that robots may replace workers. Others believe that artificial intelligence may allow workers to concentrate on other aspects of the job.

Some economists even predict that automation will lead to higher productivity and lower unemployment.



Statistics

  • Additionally, keeping in mind the current crisis, the AI is designed in a manner where it reduces the carbon footprint by 20-40%. (analyticsinsight.net)
  • That's as many of us that have been in that AI space would say, it's about 70 or 80 percent of the work. (finra.org)
  • More than 70 percent of users claim they book trips on their phones, review travel tips, and research local landmarks and restaurants. (builtin.com)
  • By using BrainBox AI, commercial buildings can reduce total energy costs by 25% and improves occupant comfort by 60%. (analyticsinsight.net)
  • In the first half of 2017, the company discovered and banned 300,000 terrorist-linked accounts, 95 percent of which were found by non-human, artificially intelligent machines. (builtin.com)



External Links

en.wikipedia.org


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hadoop.apache.org




How To

How to make an AI program simple

To build a simple AI program, you'll need to know how to code. Although there are many programming languages available, we prefer Python. There are many online resources, including YouTube videos and courses, that can be used to help you understand Python.

Here is a quick tutorial about how to create a basic project called "Hello World".

You will first need to create a new file. On Windows, you can press Ctrl+N and on Macs Command+N to open a new file.

Enter hello world into the box. Enter to save this file.

To run the program, press F5

The program should display Hello World!

This is just the start. These tutorials will help you create a more complex program.




 



Artificial Intelligence Chess Player AlphaZero and Deep Blue