Discussion
Why does a simple reflex agent fail in a partially observable environment?
Answer: B
If two different states produce the same percept but require different actions, a rule keyed only on the percept must choose wrongly in one of them, and no set of such rules can help. Internal state carrying a memory of previous percepts is the remedy. Speed, goals and learning are separate limitations of the architecture. Recognising when an architecture is provably inadequate, rather than merely inefficient, saves a great deal of fruitless tuning.
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