Thread: [PataPata-discuss] The AI field needs a few carefully documented failures
Status: Pre-Alpha
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paulfernhout
From: Paul D. F. <pdf...@ku...> - 2006-11-26 19:44:07
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By the way, my decision to write a critique of PataPata was inspired in part by this paper by Drew McDermott, "Artificial Intelligence meets Natural Stupidity". http://portal.acm.org/citation.cfm?id=1045340 [fee based link] The core of the paper is here: http://www.everything2.com/index.pl?node_id=1406540 From there: "McDermott explains how all research should be based on actual implementations, and be a thorough report on them. What is needed is a very clear picture of what was tried, what worked, what didn't, why didn't that work. And there must be a working program that later researchers can play with. Later research can build on these partial solutions, and report the exact improvements made since the previous version, the improvement in performance, etc. As McDermott states: The standard for such research should be a partial success, but AI as a field is starving for a few carefully documented failures. Anyone can think of several theses that could be improved stylistically and substantively by being rephrased as reports on failures. I can learn more by just being told why a technique won't work than by being made to read between the lines." --Paul Fernhout |