Before revision:  Furthermore, we show that the minimax optimality does not come at the price of overly aggressive experimentation in the beginning of the treatment period as we provide upper bounds on the expected number of times any suboptimal treatment is assigned.
After revision:  Furthermore, we show that the minimax optimality does not come at the price of overly aggressive experimentation as we provide upper bounds on the expected number of times any suboptimal treatment is assigned.