Presumably because the shell itself still has both ends of both pipes still open.

Try adding

close(pipe_a[0]);
close(pipe_a[1]);
close(pipe_b[0]);
close(pipe_b[1]);

prior to your wait.

When your shell exits, these file descriptors get closed, hence allowing EOF to be read. EOF will never be read while there is a write end open.