Brad Pitt has reportedly visited his children for the first time since Angelina Jolie filed for divorce last month.

The Department of Child and Family Services presented Pitt and Jolie with a temporary custody agreement last week, with Jolie keeping the kids and Pitt able to visit with supervision the first time. That first visit has apparently gone down already.

"Brad has spent some wonderful time with children recently," a source close to the situation told People in a new report.

Beyond this, the temporary custody agreement dictates that the supervising therapist must decide if Pitt can visit unsupervised in the future. It's not clear yet what this therapist had decided.

"Brad loves his children more than anything in this world, and they matter more than anything else to him," a source close to Pitt told People. "He will do whatever it takes to be with them, now and always."

Other terms of the agreement include individual counseling for both Pitt and Jolie, in addition to family counseling with their six children, Maddox, 15, Pax, 12, Zahara, 11, Shiloh, 10, and 8 year-old twins, Knox and Vivienne. Jolie is set to have the children until Oct. 20.

Pitt is also being tested at random for alcohol and drugs, with TMZ reporting that the first test coming back negative for both.

The actor admitted after the divorce news spread that he was "saddened" by Jolie's decision, adding, "What matters most now is the well being of our kids. I kindly ask the press to give them the space they deserve during this challenging time."

Of course, the press has not been kind to the Jolie-Pitt family thus far, with allegations of Pitt potentially having an affair with his Allied co-star Marion Cotillard. Cotillard and her partner Guillaume Canet have denied the report.