[yubblegum]

> gaming the evaluation

Co-evolution is the answer here. The evaluator itself must be evolving.

Co-evolving Parasites Improve Simulated Evolution as an Optimization Procedure Danny Hillis, 1991

https://csmgeo.csm.jmu.edu/geollab/complexevolutionarysystem...

[sdl]

And in Reinforcement Learning:

POET (Paired Open-Ended Trailblazer): https://www.uber.com/en-DE/blog/poet-open-ended-deep-learnin...

SCoE (Scenario co-evolution): https://dl.acm.org/doi/10.1145/3321707.3321831