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The AAAI Conference on Artificial Intelligence has promoted theoretical and applied AI research as well as intellectual interchange among researchers and practitioners. As can be seen in these proceedings, AI's scope and influence continue to grow. The technical papers presented at this conference feature substantial, original research and practices. Volume five of the proceedings features papers grouped into the following categories: reasoning under uncertainty, robotics, vision, the special track on cognitive systems, the special track on computational sustainability and AI, and the special track on integrated AI capabilities.