Liverpool midfielder Gerrard, who has 107 caps, aggravated a hip injury during his club's Premier League win over Fulham at the weekend.
Gerrard, Walker and striker Daniel Sturridge did a recovery session in the gym, an FA spokesman said.
Manchester United players Michael Carrick and Danny Welbeck pulled out of the squad injured on Tuesday.
England host Germany next Tuesday.
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