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Provides customization options to simulate\nperfect/imperfect information, stationary/non-stationary\nbandits, blocked treatment assignments, along with control\naugmentation, and other hybrid strategies for assigning\ntreatment arms. The methods used in simulation were inspired by\nOffer-Westort et al. 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