It depends which kind of rubber tees you mean. Like a driving range tees, then no. But you can use the pyramid tees that usually come in a bunch of three in three different sizes.
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I can't give an answer for all tees, but yes rubber and plastic are materials that tees are made from. The key thing is to make sure they are passed for play by the USGA and R&A.