A big business delegation led by Sunil Bharti Mittal was accompanying Prime Minister Manmohan Singh, who is here for a two-day visit.
The three MoUs were signed in presence of V S Seshadri, Ambassador of India to Myanmar.
An agreement on production sharing of contract for exploration and production of Petroleum was signed between Jubilant Oil & Gas Private Ltd and Parami Energy Development Company Ltd and Myanmar Oil and Gas Enterprise on production for Onshore Block PSC-I.
A MoU for leasing the Thar Paung Paper and Pulp Mill between JK Group and Myanmar's Industry Ministry was also signed.
The business delegation also had an interaction with Myanmar President U Thein Sein and several other cabinet Ministers of Myanmar.
"Sein invited the Indian industry to invest in pharmaceutical, energy, manufacturing, telecom and IT," CII said in a statement.
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"He said the SME sector had great potential for technology absorption SME sector in Myanmar," it said.
The delegation includes Hari S Bhartia, B Muthuraman, Sanjay Kirloskar and Atul Punj.