Quantum Bandits

15 Feb 2020Balthazar CasaléGiuseppe Di MolfettaHachem KadriLiva Ralaivola

We consider the quantum version of the bandit problem known as {\em best arm identification} (BAI). We first propose a quantum modeling of the BAI problem, which assumes that both the learning agent and the environment are quantum; we then propose an algorithm based on quantum amplitude amplification to solve BAI... (read more)

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