Taskbar shows double icons when I click program pinned there only once

[DanielMorrow]

When I single-click on an any icon pinned to my taskbar to start that program, I always get two windows of the application open up and begin to run. It is getting pretty irritating to have to close the unnecessary second instance of the program. How can I get a single-click, single application running experience that should be happening?

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