Beyond Static Bias: Adaptive Multi-Fidelity Bandits with Improving Proxies

Muyun Lu, Haoyang Hong, Huazheng Wang +1

As an extension of the classical multi-armed bandit problem, multi-fidelity multi-armed bandits (MF-MAB) enable individual arms to be evaluated using diverse feedback sources that…