2 papers
cs.HC2025
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…
cs.AI2023
On Quantified Observability Analysis in Multiagent Systems
Chunyan Mu, Jun Pang
In multiagent systems (MASs), agents' observation upon system behaviours may improve the overall team performance, but may also leak sensitive information to an observer. A quantif…