Can I remove someone from a bedroom in my rented house if they don't have a lease?

Question Details: I'm working on evicting an "occupant/guest" from my house;upon moving in they refused to sign a lease. I was told that said person would be out at the end of the is month and that is not going to be the case. I am the only one on the lease with the actual owner of the house, so I rent out a few rooms. I have an incoming legal tenant with signed lease on the 1st. Can I remove the property from the bedroom and place it somewhere in the house (not locked up)? I am reviewing the landlord tenant act and it doesn't cover much for roommates.

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