Novel Multi-Task Bandit Algorithm Explores and Exploits Shared Structure

This research paper explores a novel approach to multi-task bandit problems by leveraging shared structure. The focus on co-exploration and co-exploitation offers potential advancements in areas where multiple related tasks need to be optimized simultaneously.

• •Addresses the challenge of optimizing multiple related tasks simultaneously.
• •Focuses on leveraging shared structure to improve exploration and exploitation.
• •Potential for applications in various fields requiring multi-objective optimization.