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Quantum-Enhanced Reinforcement Learning for Finite-Episode Games with Discrete State Spaces

Quantum-Enhanced Reinforcement Learning for Finite-Episode Games with Discrete State Spaces

Quantum annealing algorithms belong to the class of metaheuristic tools, applicable for solving binary optimization problems. Hardware implementations of quantum annealing, such as the quantum annealing machines produced by D-Wave Systems, have been subject to multiple analyses in research, with the aim of characterizing the technology's usefulness for optimization and …