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Application of statistical
techniques in AI.
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Reinforcement learning
(function approximators, macros, partial observability), adaptive control of
uncertain systems, combining symbolic and statistical techniques (learning to
plan under time-pressure and uncertainty, reasoning, language processing,
knowledge synchronization, representation of vague knowledge).
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Statistical speech, language
and video processing.