Intelligent, autonomous systems will undeniably be a future Department of Defense force multiplier. Arguably, these systems could provide the U.S. military a decisive technological advantage over future adversaries. The past decade has witnessed an explosion in unmanned land, air, and sea vehicles. Although certain levels of autonomy have been achieved, these systems do not possess intelligent autonomy, and they cannot react to novel situations near human levels of decision-making in complex environments. The purpose of ...
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Intelligent, autonomous systems will undeniably be a future Department of Defense force multiplier. Arguably, these systems could provide the U.S. military a decisive technological advantage over future adversaries. The past decade has witnessed an explosion in unmanned land, air, and sea vehicles. Although certain levels of autonomy have been achieved, these systems do not possess intelligent autonomy, and they cannot react to novel situations near human levels of decision-making in complex environments. The purpose of this paper is to examine enabling technologies in the areas of artificial intelligence, neuroscience, and computing for future intelligent autonomous systems. The Defense Advanced Research Projects Agency leads many efforts in these fields and has sponsored field initiatives to advance robotics technology, such as Urban Challenge. DARPA enlists both the university system and industry in their programs. These entities are making technological advances that will evolve DoD robotics to a level comparable to human operated systems. Priority must be placed on advancements in intelligence algorithms and architectures, as well as on breakthroughs in computing systems to operate these architectures. Without proper focus and priority on these key areas, the decisive technological advantage offered by intelligent autonomous robotics will be lost or catastrophically protracted. This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.
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