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OpenAI universe

AlphaGO provides us with possibility and imagination that AI one day can do almost things in the future, for example translation, writing, driving and even write high efficiency code, coders will lost their jobs if companies hire AI robots to write code for them.

Let’s back to reality, reinforcement learning algorithm-Monte Carlo Search Tree plays an important role in AlphaGo, reinforcement learning is powerful in interactive environment, especially in scenes for example driving and video games. For those who want to apply RL algorithms to video games environment, the crucial task he should to complete is to create a game simulator, it is a hard work and a waste of time for researchers who aren’t familiar with game development.  Continue Reading