Before revision:  We derive a problem instance specific asymptotic lower bound on the expected time required to find the odd arm index, where the asymptotics is as the error probability vanishes.
After revision:  We derive a problem instance-specific asymptotic lower bound on the expected time required to find the odd arm index, where the asymptotics is as the error probability vanishes.