AlphaGo Zero: Self-Learning AI and Its Ethical Implications | Free Essay Example

AlphaGo Zero: Self-Learning AI and Its Ethical Implications | Free Essay Example 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

 
 
 
 
 
 
 
 
 
 
 
 
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 The selected technology is an artificial intelligence (AI) machine by the name of AlphaGo Zero. It is an evolution of previous well-known machines from the company Deep Mind which focuses on self-learning to play a popular Chinese strategic board game of Go. It has far surpassed the ability of any previous iterations of this AI, including the one that has beaten the human world champion, which makes it the most intelligent Go player in history (Kurzweil, 2017).

 In addition, this technology is unique due to the learning techniques that it utilizes. Previous AI has relied on human input and continuous practice through playing human and machine players. AlphaGo Zero relies on the concept of tabula rasa which teaches itself without provided data, human guidance, or domain knowledge outside the basic game rules. Through a deep neural network, AlphaGo Zero is able to evolve using reinforcement learning by playing itself. This approach increases the speed and processing power that is used to make infinite amounts of choices while searching for the next move in the game (Silver et al., 2017).

 
 
 
 
 
 
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