read.delim("C:\\path\\to\\file.txt")

http://cran.r-project.org/doc/manuals/R-data.html#Reading-Excel-spreadsheets

Note: don't forget to delimit backslashes on Windows boxes (shown as example in source code)

loading tab-delimited data

R