Google typing in Avignon to Pont du Gard by bus. You'll find a lot of websites with answers to your question. It does seem feasible and not that difficult, although I've only been there using a car. Provence is wonderful so enjoy every minute. Don't forget to also see Les Baux and everything else you can squeeze in!!
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