Estimating $\alpha$-Rank by Maximizing Information Gain

Tabish Rashid, Cheng Zhang, Kamil Ciosek

Game theory has been increasingly applied in settings where the game is not known outright, but has to be estimated by sampling. For example, meta-games that arise in multi-agent e…