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> Latoumbe

I presume you mean Latombe? http://ai.stanford.edu/~latombe/

> This is an extreme position, but the planning and re-planning people were having trouble coping with the real world.

Yes. The whole field wasted decades running afoul of Ron's First Law: all extreme positions are wrong. This is why the three-layer architecture described in the link above (reactive behaviors sequenced by a state machine informed by a deliberative planner) eventually became the de facto standard, because it combines both approaches in a way that actually fits the structure of the problem.



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