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As far as I remember, yes, invoking EJBs from a remote client was supported starting AS 7.1.x in JBoss AS7.
Jaikiran is right.
AS7.0 supports only EJB-light which is used for the web-profile. There is no remote access and several other features are not implemented. You might have a look to the JavaEE specification.