Multi-agent Multi-armed Bandits with Stochastic Sharable Arm Capacities

Hong Xie, Jinyu Mo, Defu Lian +2

Motivated by distributed selection problems, we formulate a new variant of multi-player multi-armed bandit (MAB) model, which captures stochastic arrival of requests to each arm, a…