BMaB

Batched Multi-armed Bandits Problem - Analisi critica

Artificial Intelligence Course Project on the study and experimental results' analysis of Batched Multi-armed Bandits Problem scientific paper (Zijun Gao, Yanjun Han, Zhimei Ren amd Zhengqing Zhou).

Link to paper: papers.nips.cc/paper/8341-batched-multi-armed-bandits-problem.pdf

Paper PDF: NeurIPS-2019-batched-multi-armed-bandits-problem-Paper.pdf

Document: AI_Take_Home.pdf

Empirical results of regret performances of experiments of the BaSE policy published in the studied paper:

Empirical results of regret performances of experiments of the BaSE policy on random data:

Empirical results of regret performances of experiments of the BaSE policy on real data: