Nick_Beckstead comments on Tiling Agents for Self-Modifying AI (OPFAI #2) - Less Wrong
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It seems as though they would involve a huge number of trials.
"Evolutionary" algorithms aren't typically used to change fitness functions anyway. They are more usually associated with building representations of the world to make predictions with. This complaint would seem to only apply to a few "artificial life" models - in which all parts of the system are up for grabs.