TOKYO - The transfer of U.S. Marine Corps troops from Okinawa to Guam has begun, under an agreement reached more than a decade ago as part of efforts to reduce the base-hosting burden on local communities in Japan's southern island prefecture, the Japanese Defense Ministry said Saturday.