Quantum Adiabatic Algorithm Design using Reinforcement Learning

no code implementations • 27 Dec 2018 • Jian Lin, Zhong Yuan Lai, Xiaopeng Li

We benchmark this approach in Grover-search and 3-SAT problems, and find that the adiabatic-algorithm obtained by our RL approach leads to significant improvement in the resultant success probability.

reinforcement-learning Reinforcement Learning (RL)