The majority of Asian shares increased on Tuesday trading session with the Japanese benchmark stock index rebounding from the weakest level in six weeks before the U.S. Federal Reserve policy meeting today as safe-haven demand gains. The MSCI Asia-Pacific gauge outside Japan added 0.3% and the Japan's Nikkei 225 rose 0.9%.