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Innateness, AlphaZero, and Artificial Intelligence
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- AlphaGo ZeroAlphaGo Zero is a computer program utilizing artificial intelligence and machine learning techniques to play the game Go. AlphaGo Zero learned without using any domain specific knowledge from human experts. It started with random moves and learned through repeatedly playing against itself millions of times.
- DeepMindDeepMind is an artificial intelligence company creating programs which use deep neural networks to teach themselves how to play a variety of games like Go and chess.
- Stockfish (chess)Stockfish is a UCI-compliant open source chess engine notable for its strength. Stockfish 9, released in Febuary 2018, has an estimated rating of 3561. Stockfish won season 11 of the TCEC computer chess tournament, defeating Houdini version 6 in the superfinal with 20 wins, 78 draws, and 2 losses.
- Leela chess (LCZero)Leela chess, also called LCZero, is an open-source project to implement a chess engine modeled on AlphaZero. LCZero is attempting to train an equivalent model to AlphaZero through a distributed computing project to compute weights for the network. A similar project based on AlphaGo Zero is Leela Zero.