Construct behavior models for adversaries Sample Clauses

Construct behavior models for adversaries. An adversary model is learned by observing behavior in a set of similar (small) arenas, until sufficient confidence is gained that more training data would not change the behavior sig- nificantly. An upper bound on the necessary data may be obtained using Hoeffd- ing’s inequality [22]. Data augmentation techniques using domain knowledge of the arenas [21] can be used to reduce training set size.
Sample 1
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