Co-Exploration and Co-Exploitation via Shared Structure in Multi-Task Bandits

Sumantrak Mukherjee, Serafima Lebedeva, Valentin Margraf +6

We propose a novel Bayesian framework for efficient exploration in contextual multi-task multi-armed bandit settings, where the context is only observed partially and dependencies…