Exploration vs Exploitation vs Safety: Risk-Aware Multi-Armed Bandits.

Nicolas Galichet Michèle Sebag Olivier Teytaud

Published in: ACML (2013)

Keyphrases

multi armed bandits
bandit problems
risk management
multi armed bandit
exploration exploitation tradeoff
pairwise
dynamic programming
online learning
sufficient conditions
decision problems