Transfer Learning in Bandits with Latent Continuity

no code implementations • 4 Feb 2021 • Hyejin Park, Seiyun Shin, Kwang-Sung Jun, Jungseul Ok

To cope with the latent structural parameter, we consider a transfer learning setting in which an agent must learn to transfer the structural information from the prior tasks to the next task, which is inspired by practical problems such as rate adaptation in wireless link.

Multi-Armed Bandits Transfer Learning