An instrument drive assembly includes a housing assembly and a coupling assembly. The housing assembly includes a drive assembly. The coupling assembly releasably couples an instrument drive shaft to a drive member of the drive assembly and an instrument sleeve of the surgical instrument to the housing assembly. Actuation of a retention mechanism of the coupling assembly between a locked and unlocked configuration couples and decouples the instrument sleeve of the surgical instrument therewith.