The Verdict Daniel S. Weld University of Washington.
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Transcript of The Verdict Daniel S. Weld University of Washington.
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The Verdict
Daniel S. WeldUniversity of Washington
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Sleepless Nights
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PlanningOn Trial
• Council for the Defense– 10% of AAAI & IJCAI on planning– Strength of ICAPS papers – Planning competition
• Scaling• Shared testbeds
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Nagging Doubts
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The Prosecutor
Says
•Where are the applications?
•Easy! There are applications…– Manufacturability analysis– Robotic path planning– Managing the power grid– Choosing airborne observations
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But
•Do off-the-shelf planning methods apply to those applications?
– Mostly, no!
– Hence, why are we building them?
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The Jury’s Still Out
•Choose the right problems– Aim towards real applications– Not towards incremental improvement
•Other fields of AI– Have the same problems– We need their respect … for jobs if nothing else