Reevaluation of artificial intelligence engine alpha zero, a self-learning algorithm, reveals lack of proof of best engine, and an advancement of artificial intelligence via multiple roots
نویسنده
چکیده
Submit Manuscript | http://medcraveonline.com Abbreviations: AI, Artificial Intelligence; CPU, Central Processing Unit; Depth, The deepness of the calculation often given in ply as the sequence of moves calculated ahead; ECO, ECO codes is a classification system of chess openings. ECO abbreviates Encyclopaedia of Chess Openings code. E.g. see free online versions of the Encyclopaedia;7 FLOPs, Floating Point Operations per second, a measure of computing performance; KPI, Key Performance Indicator; MTCS, Monte-Carlo Tree Search; NN, Neural Network; Ply, Half move in chess of either black or white, e.g. 1. e4 is one ply and 1. ...e5 is a second play of the first move (here 1.); Root, the root of the search tree is the ply in which the calculation is started at a depth of zero; TPU, Tensor Processing Unit; TFLOP, Terra FLOPs
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