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No, the pact was subscribed by ministers only. It was not made on the level of the heads of the states. Hitler and Stalin were not demanded to be present.
Stalin visited the final of the subscription only as a "polite host". Hitler naturally remained at home.
Hitler was not personally a coward. A messenger at the first lines of WWI could not be. Stalin was. He never visited the war.