@inproceedings{selman1996challenge, author = {Selman, Bart and Brooks, Rodney A. and Dean, Thomas and Horvitz, Eric and Mitchell, Tom M. and Nilsson, Nils J.}, title = {Challenge Problems for Artificial Intelligence}, booktitle = {Proceedings of AAAI-96, Thirteenth National Conference on Artificial Intelligence, Portland, Oregon, August 1996. AAAI Press, Menlo Park, California}, year = {1996}, month = {October}, abstract = {AI textbooks and papers often discuss the big ques- tions, such as how to reason with uncertainty", how to reason e ciently", or how to improve performance through learning." It is more di cult, however, to nd descriptions of concrete problems or challenges that are still ambitious and interesting, yet not so open-ended. The goal of this panel is to formulate a set of such challenge problems for the eld. Each panelist was asked to formulate one or more challenges. The em- phasis is on problems for which there is a good chance that they will be resolved within the next ve to ten years.}, url = {http://approjects.co.za/?big=en-us/research/publication/challenge-problems-articial-intelligence/}, pages = {1340-1345}, edition = {Proceedings of AAAI-96, Thirteenth National Conference on Artificial Intelligence, Portland, Oregon, August 1996. AAAI Press, Menlo Park, California}, }