2 papers
quant-ph2020
K-spin Hamiltonian for quantum-resolvable Markov decision processes
Eric B. Jones, Peter Graf, Eliot Kapit +1
The Markov decision process is the mathematical formalization underlying the modern field of reinforcement learning when transition and reward functions are unknown. We derive a ps…
quant-ph2020
On the Computational Viability of Quantum Optimization for PMU Placement
Eric B. Jones, Eliot Kapit, Chin-Yao Chang +4
Using optimal phasor measurement unit placement as a prototypical problem, we assess the computational viability of the current generation D-Wave Systems 2000Q quantum annealer for…