61 citations · 127 across the 11 of their papers we have counts for
3 papers · 1 filter
Enhancing variational quantum state diagonalization using reinforcement learning techniques
Akash Kundu, Przemysław Bedełek, Mateusz Ostaszewski +4
The variational quantum algorithms are crucial for the application of NISQ computers. Such algorithms require short quantum circuits, which are more amenable to implementation on n…
Visualizing Quantum Circuit Probability -- estimating computational action for quantum program synthesis
Bao Gia Bach, Akash Kundu, Tamal Acharya +1
This research applies concepts from algorithmic probability to Boolean and quantum combinatorial logic circuits. A tutorial-style introduction to states and various notions of the…
Hamiltonian-Oriented Homotopy QAOA
Akash Kundu, Ludmila Botelho, Adam Glos
The classical homotopy optimization approach has the potential to deal with highly nonlinear landscape, such as the energy landscape of QAOA problems. Following this motivation, we…