Vscode R LSP cannot work with a R installed in conda env

Hello guys. I am using Vscode to work on R language for some data analyses. The r-base was installed in a conda environment.

The R interperter itself can work prefectly after I Python: Select Interperter to configure which conda env to be use. But I found that the R Language Server seem to work independently and doesn’t influenced by the Python: Select Interperter. As the result, the R LSP launched without activating correct conda env and the R launched failed due to missing dll files. How can I launch the R LSP in certain conda env?

By the way, I found that an r-base installed by conda cannot work without activating its conda env but a R installed by the CRAN R installer can be use at anywhere. It works even copy the whole directory to another PC. What makes this diffrence and can I make the conda r-base work in such a standalone mode?