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. And I found that the R terminal cannot work with barely configuration of r.path.xx and r.term.xx pointing to the R.exe in conda env. But with the Python Addon, I can activate a conda env before I start a R terminal.

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 a 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?

Start with the VS Code R extension's handling of r.path.xx and r.term.xx, then compare how its R language server launch differs from the Python extension's conda interpreter activation. Reproduce the failure with an r-base installation in a conda environment and verify whether the R LSP can launch with the required environment and DLLs available.