I'm currently considering developing a AI to play a video game but I'm unsure how to differentiate between a value that is continuous, and a value that is representative of a entity type. For example, the x,y location of a player would be a continuous data point where (1,1) and (2,1) would be similar in values. Where the character ID would intuitively require very different strategy (for example lets say a barbarian and a wizard). Would a CNN have issues with this data because it isn't continuous?
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