What if you could give criminals a pill that will erase their memories permanently. Then re-educate them and release them. Will they end up in a similar path as

What if you could give criminals a pill that will erase their memories permanently. Then re-educate them and release them. Will they end up in a similar path as before? Was it their genetic induced impulses or their environment that caused their criminal situation? Or a combination of both? Should you heal them? If you do, will they end up living normal lives and have kids? If they have kids will they pass on their genetic impulses to their children and create a future problem?