Multi-task Representation Learning for Pure Exploration in Bilinear Bandits

Subhojyoti Mukherjee, Qiaomin Xie, Josiah P. Hanna +1

We study multi-task representation learning for the problem of pure exploration in bilinear bandits. In bilinear bandits, an action takes the form of a pair of arms from two differ…