Can Rselenium use Edge as browser?

I have the following part of a script to automate some search in some webpage.

rm(list=ls())
library(openxlsx)
library(rvest)
library(RSelenium)

rD <- rsDriver(browser = "chrome", port = 1125L, phantomver = NULL, extraCapabilities = list(`chromeOptions` = list(binary = 'C:/Program Files (x86)/Google/Chrome/Application/chrome.exe')))
remDr <- rD[["client"]]

Everything worked fine until last week (the web we are scraping was updated). The Firefox version we have is not compatible anymore. Our institution (hospital) manages our computers and unfortunately we can not update the browsers (Firefox and Chrome). They have recommended us to use Microsoft Edge. The problem is that Rselenium does not seem to support Edge. I found out that it is possible to install some drivers with Python and Java for Selenium in order to use Edge as the browser.

import org.openqa.selenium.WebDriver;
import org.openqa.selenium.edge.EdgeDriver;

WebDriver driver = new EdgeDriver();

System.setProperty("webdriver.edge.driver", "C:/path/to/MicrosoftWebDriver.exe");

Does anyone know if this could be also implemented for RSelenium?