Quantum amplitude amplification is a kind of useful technique in quantum computation and it can boost the success probability of some quantum *** strategy in reinforcement learning is essentially to boost the selectio...
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Quantum amplitude amplification is a kind of useful technique in quantum computation and it can boost the success probability of some quantum *** strategy in reinforcement learning is essentially to boost the selection probability of "good" *** the common characteristics,this paper uses the idea of amplitude amplification to reinforcement learning as a new reinforcement strategy,proposes a learning algorithm based on quantum amplitude amplification and demonstrates its effectiveness through simulated experiments.
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