He scored 16 points and 9 boards in 26 minutes, but the Timberwolves lost 108-91.
The NBA's leading rebounder did not make last week's trip to Dallas and Oklahoma City and also sat out the game Sunday against Boston.
"All systems should be a go tonight," Love said on "The Scott Van Pelt Show" on ESPN Radio earlier Wednesday. "It will probably be a game-time decision, but I'm looking forward to getting out there tonight and being out there after missing three games."
Love entered Wednesday averaging 20.3 points and 15.4 rebounds.
Information from The Associated Press contributed to this report.