I thought the keyboard shortcut for moving between paragraphs was command + up or down arrow, however as soon as I press the command button it selects the whole text box??
It works for me.
It should work for you unless you've redefined the keyboard shortcuts. Look in Edit > Keyboard Shortcuts > Product Area: Text and Tables > Move to the next paragraph/Move to previous paragraph.
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