Quantum machine learning with glow for episodic tasks and decision games

Author(s): Jens Clausen and Hans J. Briegel
We consider a general class of models, where a reinforcement learning (RL) agent learns from cyclic interactions with an external environment via classical signals. Perceptual inputs are encoded as quantum states, which are subsequently transformed by a quantum channel representing the agent's memor...
[Phys. Rev. A 97, 022303] Published Mon Feb 05, 2018

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