ICQ: A Quantization Scheme for Best-Arm Identification Over Bit-Constrained Channels

Fathima Zarin Faizal, Adway Girish, Manjesh Kumar Hanawal +1

We study the problem of best-arm identification in a distributed variant of the multi-armed bandit setting, with a central learner and multiple agents. Each agent is associated wit…