Recording artists Rihanna and Chris Brown have reconciled, following a high-profile altercation that ended in Brown's arrest in Los Angeles three weeks ago.

Brown, 19, was arrested Feb. 8 after he allegedly left Rihanna, 21, battered and bruised following a heated argument. He was released on bail and scheduled to be arraigned next week.

Brown has issued a public apology for his conduct and has reportedly been attending anger management classes.

"They're together again. They care for each other," a source told People magazine exclusively, adding that the reunited couple are staying at one of music producer Sean "Diddy" Combs's homes.

"While Chris is reflective and saddened about what happened, he is really happy to be with the woman he loves," the insider added.