38 citations · 84 across the 5 of their papers we have counts for
3 papers · 1 filter
Nuwa: A Quantum Circuit Transpiler Based on a Finite-Horizon Heuristic for Placement and Routing
Shengru Ren, KaWai Chen, Navid Ghadermarzy +3
We introduce a novel transpiler for the placement and routing of quantum circuits on arbitrary target hardware architectures. We use finite-horizon, and optionally discounted, rewa…
A Benchmarking Study of Quantum Algorithms for Combinatorial Optimization
Krishanu Sankar, Artur Scherer, Satoshi Kako +8
We study the performance scaling of three quantum algorithms for combinatorial optimization: measurement-feedback coherent Ising machines (MFB-CIM), discrete adiabatic quantum comp…
Reinforcement Learning Using Quantum Boltzmann Machines
Daniel Crawford, Anna Levit, Navid Ghadermarzy +2
We investigate whether quantum annealers with select chip layouts can outperform classical computers in reinforcement learning tasks. We associate a transverse field Ising spin Ham…