WASHINGTON — Almost exactly two years after it embarked on the biggest financial rescue in American history, the Federal Reserve acknowledged on Wednesday that the economy was pulling out of its downward spiral and announced a step back toward normal policy.

Though the central bank stopped well short of declaring victory, policy makers issued their most optimistic assessment in more than a year by noting signs of stabilization in household spending, financial markets and inventory building by corporations.