Adaptive Clustering and Personalization in Multi-Agent Stochastic Linear Bandits

Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran

We consider the problem of minimizing regret in an $N$ agent heterogeneous stochastic linear bandits framework, where the agents (users) are similar but not all identical. We model…