Yes, you can edit the hand-in and peer grading date and time. Find the assignment title on the sidebar and click on it to open the assignment overview. Click on the calendar in the upper right corner of the date and time box, this will allow you to change the date and time.
Need to allow students to hand-in or give feedback past the deadline? Learn how here.