Yi-Pei Liu

Quantum Reinforcement Learning for Multi-Armed Bandits

2022 · 2022 41st Chinese Control Conference (CCC)

This work focuses on the multi-armed bandits (MAB) problem and proposes a quantum reinforcement learning (RL) algorithm for action selection. Existing quantum RL algorithms generally assume that some prior information about the optimal action is …