Do you have TeamViewer or the TeamViewer Host installed on all of the computers you would like to remotely control? You obviously have it installed on the one you wish to control them from.
Assuming the above answer is Yes, Do TeamViewer on each of the PC's involved say "Ready to Connect on the main screen of TeamViewer or the Host (this is the screen with "Your ID and Password")?
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