Yes.
In fact, even though it would usually make more sense to share the internet with a wireless modem/router, I can see scenarios where that may not be a possibility.
In that case you could even get a wireless card or USB adapter for each system and run them in ad-hoc mode. That way you could drop the need for a base station (router).
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