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So they added exploiter agents showing the AI what strats are on the meta. When the meta changes, will it still perform? Maybe im reading it wrong but seems muc
by ogig 7y ago
So they added exploiter agents showing the AI what strats are on the meta. When the meta changes, will it still perform? Maybe im reading it wrong but seems much less impressive with the exploiter agents in the mix.
- aketchum 7y agoMy 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.