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.
John Strom & Lindley Darden (1996) argue that Deep Thought demonstrates the effectiveness of deep heuristic search and shows that AI is not, as Dreyfus thinks it is, a degenerating research program; rather, given the success of AI, it may be Dreyfus's criticisms that are degenerating.
CONTEXT(Help)
-
Artificial Intelligence »Artificial Intelligence
▲
Can computers think? [1] »Can computers think? [1]
▲
Yes: physical symbol systems can think [3] »Yes: physical symbol systems can think [3]
▲
The Heuristic Search Assumption »The Heuristic Search Assumption
▲
Computers play expert chess using heuristic search »Computers play expert chess using heuristic search
■
Deep heuristic search can achieve expert performance
●
Brute-force is not how humans play chess »Brute-force is not how humans play chess
+Comments (0)
+Citations (0)
+About