A series of poly (acryloyl pyrrolidine) (PAPyx, x = 25, 50, 100, 200, and 300, respectively) and PAPy-r-poly(N, Ndimethyl acrylamide)s (PAPyx-r-PDMAmy, x + y = 100) were synthesized by group transfer polymerization (GTP). The structure of PAPyx (x = 25, 50, 100, 200, and 300) and PAPyx-r-PDMAmy (x + y = 100) were measured by SEC and 1 H NMR. The thermo-responsive properties of PAPyx and PAPyx-r-PDMAmy were measured based on the cloud point temperature (Tc). For PAPyx (x = 25, 50, 100, 200, and 300), with increased Mw,MALS, the Tc was 50.1 °C about the x of 200. For PAPyx-r-PDMAmy (x + y = 100), only PAPy75-r-PDMAm25 showed a transmittance lower than 50% with increased temperature and Tc was 52.8 °C. PAPy50-r-PDMAm50 and PAPy25-r-PDMAm75 exhibited a slow decrease in transmittance without Tc.