Biological control utilizing antagonistic yeasts has been actively pursued as an alternative to synthetic fungicides for the management of postharvest diseases. Abiotic stress resistance is an important attribute for antagonistic yeasts, directly associated with their biocontrol efficacy. The MADS-box transcription factor, Rlm1, has been reported to regulate the response of model yeasts to cell wall stress. Rlm1 in the antagonistic yeast, Candida oleophila, was found to play a role in resistance to salt, heat, and oxidative stress. Two Rlm1 mutants (ΔRlm1-1 and ΔRlm1-2) were generated. Compared to the wild-type (WT), C. oleophila I-182, ΔRlm1-1, and ΔRlm1-2 were more sensitive to a variety of stresses, including heat, salt, and oxidative stress. The mutants also exhibited lower biocontrol efficacy against gray mold caused by Botrytis cinerea, and slower growth in kiwifruit wounds with respect to the WT. This study provided the information to understand the relationship between the Rlm1 transcription factor, stress resistance, and biocontrol efficacy of antagonistic yeasts used for the biocontrol of postharvest diseases.