Could Thanos have used the time stone to move the avengers before they got their powers?

Like in Doctor strange, when he uses the time stone to move the apple through time, couldnt thanos have used that same thing to move Wanda pre-hydra experiments, and Cap pre-serum, etc? Couldn’t the avengers have used it to age Thanos out of existence?
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