The agreements signed on Friday called for fair benefits for migrant workers, better protection, skill improvement and cooperation between the two countries to fight human trafficking.
Some representatives of workers from Myanmar complained about wages and working conditions during their meeting with Aung San Suu Kyi on Thursday.
The two leaders on Friday also vowed to step up economic cooperation including the Dawei special economic zone, and to work together on attempts to repatriate Myanmar refugees now staying in Thailand.