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The 2010 Workshop on Abstraction, Reformulation, and Approximation (WARA-2010), scheduled to be held on July 12, 2010 in Atlanta, Georgia, USA in conjunction with AAAI-10, aims to provide a forum for intensive interac- tion among researchers in all areas of artificial intelligence and computer science with an interest in the different as- pects of abstraction, reformulation, and approximation tech- niques. The goal and scope of this workshop are similar to an independent symposium called SARA. The diverse back- grounds of participants of previous SARA symposia has led to a rich and lively exchange of ideas, allowed the compar- ison of goals, techniques, and paradigms, and helped iden- tify important research issues and engineering hurdles. This workshop continues to do the same.