TS-Insight: Visualizing Thompson Sampling for Verification and XAI

Parsa Vares, Éloi Durant, Jun Pang +2

Thompson Sampling (TS) and its variants are powerful Multi-Armed Bandit algorithms used to balance exploration and exploitation strategies in active learning. Yet, their probabilis…