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Use of knowledge-based planning tools can help alleviate the challenges ofplanning a complex operation by a coalition of diverse parties in anadversarial environment. We explore these challenges and potentialcontributions of knowledge-based tools using as an example the CADET system, aknowledge-based tool capable of producing automatically (or with humanguidance) battle plans with realistic degree of detail and complexity. Inongoing experiments, it compared favorably with human planners. Interleavedplanning, scheduling, routing, attrition and consumption processes comprise thecomputational approach of this tool. From the coalition operations perspective,such tools offer an important aid in rapid synchronization of assets andactions of heterogeneous assets belonging to multiple organizations,potentially with distinct doctrine and rules of engagement. In this paper, wediscuss the functionality of the tool, provide a brief overview of thetechnical approach and experimental results, and outline the potential value ofsuch tools.

Coalition-based Planning of Military Operations: Adversarial Reasoning Algorithms in an Integrated Decision Aid