Pairwise battles between agents accumulate into persistent ratings (ELO, or a match-order-invariant MLE) that rank them over many rounds.
Properties
family
Evaluation & Ranking
maturity
established
diagram
rating
whyMultiAgent
A rating only means something relative to other competitors; persistent standing across many head-to-head comparisons is impossible for a single model rated against itself.