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...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Beloborodov, D, Ulanov, AE, Foerster, JN, Whiteson, S, Lvovsky, AI
বিন্যাস: Journal article
ভাষা:English
প্রকাশিত: IOP Publishing 2020