Ashley Cole has made just 13 appearances for Chelsea in the Premier League this season as he has fallen out of favor with José Mourinho.
"Rodgers is a big fan of the left-back Cole, who he knows from his time at Chelsea, where he worked as youth team coach and reserve manager, before moving to Watford in 2008," writes David Woods.
Cole was first linked with a move to Liverpool in February.