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To use the renv package deal using your RStudio assignments update to the most up-to-date Model of RStudio then install the renv bundle with library("renv"). From there you'll have the choice to work with renv with all new jobs:
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To avoid RStudio from preserving your workspace, open up Choices > Normal and un-find the option to restore .RData into workspace at startup. You'll article source want to specify you hardly ever want to save your workspace, such as this: