Before revision:  Hence, we generalize the setting to include honest and malicious agents who recommend best-arm estimates and arbitrary arms, respectively.
After revision:  Hence, we generalize the setting to include n honest and m malicious agents who recommend best-arm estimates and arbitrary arms, respectively.