I also recommend NetLogo. It is an IDE+environment+programming language based on logo (which was based on Lisp) which lets you build multi-agent models extremely fast. I have found that I can reproduce (simulate) algorithms from research articles in a couple of hours, algorithms that would have taken weeks to implement with other libraries.
You can check some of my models at this page.
