4 ms·
Unfortunately, your intelligent agents qualify as optimization algorithms and therefore the No Free Lunch Theorem applies: https://ti.arc.nasa.gov/m/profile/dh
by omalleyt 7y ago
Unfortunately, your intelligent agents qualify as optimization algorithms and therefore the No Free Lunch Theorem applies:
https://ti.arc.nasa.gov/m/profile/dhw/papers/78.pdf https://ti.arc.nasa.gov/m/profile/dhw/papers/78.pdf
I.e. across the space of all possible environments, all agents perform equally well
- jaster 7y agoI missed your post and I made a similar answer. However the idea may still be applicable if the environments votes can weighted, based on their relevance to specific domains. (The same way optimization techniques are still useful despite the NFTL)
- xamuel 7y agoAs others pointed out, the NFLT only applies if the environments are uniformly distributed. In the paper, they are not uniformly distributed.