"Notebook stopped due to inactivity" -- while actively using notebook

I've been encountering a problem where my R Notebook will stop with the message "notebook stopped due to inactivity" even while I am actively using notebook. I then have to restart the notebook and run all of the cells again, which is a bit frustrating. Is there a solution to this?

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