Reinforcement learning enhanced quantum-inspired algorithm for combinatorial optimization

Quantum hardware and quantum-inspired algorithms are becoming increasingly popular for combinatorial optimization. However, these algorithms may require careful hyperparameter tuning for each problem instance. We use a reinforcement learning agent in conjunction with a quantum-inspired algorithm to...

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Hlavní autoři: Beloborodov, D, Ulanov, AE, Foerster, JN, Whiteson, S, Lvovsky, AI
Médium: Journal article
Jazyk:English
Vydáno: IOP Publishing 2020