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Paradigms of A.I. Robotics

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Pros and Cons <strong>of</strong> H.P<br />

Advantages:<br />

Hierarchical (top-down) structure allow for the planning module to<br />

focus all behaviours towards a single set <strong>of</strong> goals.<br />

Drawbacks:<br />

(Closed world assumption) Reliance on the static world model<br />

during the S-P-A cycle causes poor performance in dynamic<br />

environments.<br />

(Frame problem) Updating and maintaining a sufficiently detailed<br />

world model can be computationally intractable.<br />

Searching for a plan to achieve a certain goal is equally complex.<br />

<strong>Paradigms</strong> <strong>of</strong> A.I. <strong>Robotics</strong> – p.9/

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