The CO2 separation membranes based on a graft copolymer consisting of hydrophobic poly(ethylene-alt-maleic anhydride) (PEMA) backbone and hydrophilic poly(propylene glycol) PPG side chains were fabricated by a facile one-pot process. The reaction between O-(2-aminopropyl)-O’-(2-methoxyethyl) polypropylene glycol (AMPPG) and PEMA was conducted in butanol at room-temperature. Without any post-treatment, the as-synthesized PEMA-g-PPG solution could be directly coated onto a microporous polysulfone support to fabricate thin-film composite membranes. The PEMA-g-PPG membrane exhibited high selectivity (82.6 for CO2/N2 and 26.8 for CO2/CH4) and good CO2 permeability (99.1 Barrer), which is a close value to the upper boundary limit (2008). The PEMA-g-PPG membrane could be commercially feasible owing to simple, inexpensive and scalable process.