Crossing to Belgium from the Netherlands and back is simple. Just walk right in.
Although the two countries differ in policy, they agree on a free flow of migrants between them. No passport required and no border security to hold you. In fact, both countries allow EU and non-EU citizens to cross the border without delay (given that they have the legal paperwork). This part of the EU is known as the Schengen Area.