Analysis of Thompson Sampling for Partially Observable Contextual Multi-Armed Bandits

Hongju Park, Mohamad Kazem Shirani Faradonbeh

Contextual multi-armed bandits are classical models in reinforcement learning for sequential decision-making associated with individual information. A widely-used policy for bandit…