Yes, you can! Gelatin is commonly used to set mousse, but if you prefer a vegetarian option, agar-agar can be a great substitute. Agar-agar is derived from seaweed and works similarly to gelatin in setting desserts. Follow the package instructions for the appropriate ratio of agar-agar to liquid when using it as a substitute, as it may differ from the amount of gelatin required.