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scscsc | 2 years ago

For your convenience, here is the list of NP-complete problems where "AI" works better than the state of the art in the worst case:.

discuss

order

jvanderbot|2 years ago

AI + classical algorithms is my sweet daydream. Trained heuristics (even better domain specific ones), deployed for classical A*, ILP families, focal search, etc etc.

That is going to be really amazing.

blt|2 years ago

It is happening. There are papers on deep learning to improve the variable choice in branch-and-bound, etc

amelius|2 years ago

Even solving large linear systems would already be amazing. But a SAT solver would be nice too :)

cs702|2 years ago

Thank you for that. I needed the laugh :-)

Davidzheng|2 years ago

Probably soon AI will be able to find improvements to most of them? Like using AI to do search in algorithm space

thomasahle|2 years ago

For all we know, some of the current best (still exponential) algorthms were guided by AI. If a mathematician solves a problem using mathematica, they don't usually write in the paper what tools they used.