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My understanding is that the exploiter agents are not based on the meta. My take is that the exploiter agents have a different goal than the main agent. While
by aketchum 7y ago
My understanding is that the exploiter agents are not based on the meta. My take is that the exploiter agents have a different goal than the main agent. While the main agent is trying to develop a strategy to win against as many opponents as possible, the exploiters are focused on finding new ways to beat just the main agent. It seems similar to the inspiration behind GANs
- ogig 7y agoI think you are right, from the paper: >During training we used three agent types that differ only in the distribution of opponents they train against, when they are snapshotted to create a new player, and the probability of resetting to the supervised parameters. So exploiter agents aren't fed a specific strat, instead they discover the weak spots in the same way as the main agent tries to win. The GANs similarity is there.