Ranieri stepped in for Eusebio di Francesco last month.
Murillo said, "It's great to play regularly in a League I have already played in, know well and like a lot.
"I've played in practically all the games. Things aren't going as we would've liked, but the change in coach is a positive change for us.
"Results are improving."
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