Existing work on Automated Negotiations commonly assumes the negotiators? utility functions have explicit closed-form expressions, and can be calculated quickly. In many real-world applications however, the calculation of utility can be a complex, time-consuming problem and utility functions cannot always be expressed in terms of simple formulas. The game of Diplomacy forms an ideal test bed fo...