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Computers play expert chess using heuristic search
SupportiveArgument
1
#471
Chess programs play expert-level chess using advanced search techniques and heuristics.
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Artificial Intelligence »
Artificial Intelligence
Artificial Intelligence☜A collaboratively editable version of Robert Horns brilliant and pioneering debate map Can Computers Think?—exploring 50 years of philosophical argument about the possibility of computer thought.☜F1CEB7
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Can computers think? [1] »
Can computers think? [1]
Can computers think? [1]☜Can a computational system possess all important elements of human thinking or understanding? ☜FFB597
▲
Yes: physical symbol systems can think [3] »
Yes: physical symbol systems can think [3]
Yes: physical symbol systems can think [3]☜Thinking is a rule governed manipulation of symbolic representational structures. In humans, symbol systems are instantiated in the brain, but the same symbol systems can also be instantiated in a computer. ☜59C6EF
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The Heuristic Search Assumption »
The Heuristic Search Assumption
The Heuristic Search Assumption☜Symbolic data is searched using various methods of estimation or heuristics, which make the search more efficient.☜98CE71
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Computers play expert chess using heuristic search
Computers play expert chess using heuristic search☜Chess programs play expert-level chess using advanced search techniques and heuristics.☜98CE71
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Deep Blue - Implemented Model »
Deep Blue - Implemented Model
Deep Blue - Implemented Model☜The chess-playing computer Deep Blue—an IBM parallel computer running 256 chess processors allowing it to consider 50-100bn moves in three minutes—beat world champion Garry Kasparov in two out of 6 games at a match in 1996.☜98CE71
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Deep heuristic search can achieve expert performance »
Deep heuristic search can achieve expert performance
Deep heuristic search can achieve expert performance☜Deep Thought—the precursor to Deep Blue—plays chess at grandmaster level via deep heuristic search and considering more moves than any previous system.☜98CE71
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Heuristic search is inconsistent with human phenomenology »
Heuristic search is inconsistent with human phenomenology
Heuristic search is inconsistent with human phenomenology☜Human experts play chess by zeroing in on relevant moves in fringe consiciousness rather than by iterating through a list of possiblities.☜EF597B
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Entered by:-
David Price
NodeID:
#471
Node type:
SupportiveArgument
Entry date (GMT):
7/6/2006 12:03:00 PM
Last edit date (GMT):
12/12/2007 12:59:00 PM
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