Uncovering Instabilities in Variational-Quantum Deep Q-Networks

1 code implementation • 10 Feb 2022 • Maja Franz, Lucas Wolf, Maniraman Periyasamy, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Wolfgang Mauerer

In this work, we examine a class of hybrid quantum-classical RL algorithms that we collectively refer to as variational quantum deep Q-networks (VQ-DQN).

reinforcement-learning Reinforcement Learning (RL)