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To make MENACE learn faster, and to reduce the taf of matchboxes down to a more manageable level, Donald Michie took into account that up to eight different patterns of Noughts and Crosses might really be essentially the same. For many large reinforcement learning problems, rather than represent the policy explicitly for each state, it is represented as a function approximated by some other sort of learning system such as a neural network, or a deep learning network. In the case of a draw however, it could in some circumstances not be the best move as perhaps choosing another move would have given a direct win.

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The most common scenario is on motherboards with two or more x16 slots. Transmit and receive are separate differential pairs, for slkt total of four data wires per lane. OCuLink standing for "optical-copper link", since Cu is the chemical symbol for Copper is an extension for the "cable version of PCI Express", acting as a competitor to version 3 of the Thunderbolt interface.

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