...time.
This assumption may be disappointing; after all, operation in non-stationary environments is one of the motivations for building learning systems. In fact, many of the algorithms described in later sections are effective in slowly-varying non-stationary environments, but there is very little theoretical analysis in this area.
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Leslie Pack Kaelbling
Wed May 1 13:19:13 EDT 1996