Discussion
Match each environment property with the capability it demands.
List I
A. Partially observable
B. Stochastic
C. Dynamic
D. Multi-agent
List II
P. internal state
Q. reasoning about probability
R. real time response
S. strategic reasoning
Select the correct match.
Answer: A
Each dimension of the environment taxonomy selects a different capability, which is exactly why the classification is worth doing before any design work begins. Memory, probability, timeliness and strategy are four distinct requirements, and a task at the difficult end of every dimension needs all four. Driving is the standard example of exactly that, which is why it has proved so much harder than the early demonstrations suggested.
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