David A. McAllester of the American Association of Artificial Intelligence since 1997. He has authored over 100 refereed publications. McAllester's research areas include machine learning theory, the theory of programming languages, automated reasoning, AI planning, computer game playing (computer chess), and computational linguistics. A 1991 paper on AI planning proved to be one of the most influential papers of the decade in that area. A 1993 paper on computer game algorithms influenced the design of the algorithms used in the Deep Blue system that defeated Garry Kasparov. A 1998 paper on machine learning theory introduced PAC-Bayesian theorems which combine Bayesian and non-Bayesian methods.
Deep Blue (2003 film) "The New York Times" called "Deep Blue", a re-cut of "The Blue Planet", "a more visual and less informative re-assemblage of the mounds of footage shot for the show, is alternately mind-blowing and mind-numbing". Kern commended footage of deep-sea creatures as "so exotic they would be the envy of any science-fiction film". The critic concluded, "The experience of 'Deep Blue' is hardly enlightening. In the end, a sliver of knowledge may be gained, or environmental concerns only briefly alluded to might be pondered, but mostly what remains are pretty pictures that quickly fade into oblivion." Deep Blue (2003 film) Deep