In the Silmarillion. and Unfinished Tales, small-time bandits actually can become slightly better people over time:
Spoilerwhen they're being influenced by Turin Turambar.
Unfortunately, him being a Doom Magnet, means that them getting a bit better doesn't lead to a happy ending for them.