PG-TS: Improved Thompson Sampling for Logistic Contextual Bandits

Bianca Dumitrascu, Karen Feng, Barbara E Engelhardt

We address the problem of regret minimization in logistic contextual bandits, where a learner decides among sequential actions or arms given their respective contexts to maximize b…