Using Subjective Logic to Estimate Uncertainty in Multi-Armed Bandit Problems

Fabio Massimo Zennaro, Audun Jøsang

The multi-armed bandit problem is a classical decision-making problem where an agent has to learn an optimal action balancing exploration and exploitation. Properly managing this t…