A Monte Carlo Tree Search approach to QAOA: finding a needle in the haystack

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Agirre, Andoni, Van Nieuwenburg, Evert, Wauters, Matteo M.
Format:	Preprint
Published:	2024
Subjects:	Quantum Physics Disordered Systems and Neural Networks Statistical Mechanics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Biased Degenerate Ground-State Sampling of Small Ising Models with Converged QAOA
by: Pelofske, Elijah
Published: (2024)

Statistical physics of principal minors: Cavity approach
by: Ramezanpour, A., et al.
Published: (2024)

Dynamics of Pseudoentanglement
by: Feng, Xiaozhou, et al.
Published: (2024)

Energy gap of quantum spin glasses: a projection quantum Monte Carlo study
by: Brodoloni, L., et al.
Published: (2026)

Optimized population Monte Carlo
by: Ebert, P. L., et al.
Published: (2024)

Cyclic Quantum Annealing: Searching for Deep Low-Energy States in 5000-Qubit Spin Glass
by: Zhang, Hao, et al.
Published: (2024)

Holographic Classical Shadow Tomography
by: Zhang, Shuhan, et al.
Published: (2024)

The Overlap Gap Property limits limit swapping in the QAOA
by: Goh, Mark
Published: (2024)

Solvable Quantum Circuits in Tree+1 Dimensions
by: Breach, Oliver, et al.
Published: (2025)

Probing quantum phase transition via quantum speed limit
by: Suman, M, et al.
Published: (2023)

Proximity-measurement induced random localization in quantum fluids
by: Mohile, Pushkar, et al.
Published: (2025)

Looking elsewhere: improving variational Monte Carlo gradients by importance sampling
by: Misery, Antoine, et al.
Published: (2025)

Dynamically generated concatenated codes and their phase diagrams
by: Sommers, Grace M., et al.
Published: (2024)

Interacting quasiperiodic spin chains in the prethermal regime
by: Tu, Yi-Ting, et al.
Published: (2024)

Bath-induced Zeno localization in driven many-body quantum systems
by: Maimbourg, Thibaud, et al.
Published: (2020)

Robust detection of an entanglement transition in the projective transverse field Ising model
by: Roser, Felix, et al.
Published: (2025)

Robust Correlation-Induced Localization Under Time-Reversal Symmetry Breaking
by: Pain, Bikram, et al.
Published: (2026)

Classical Criticality via Quantum Annealing
by: Sathe, Pratik, et al.
Published: (2025)

Dissipation-Induced Threshold on Integrability Footprints
by: Pereira, Rodrigo M. C., et al.
Published: (2025)

Sampling diverse near-optimal solutions via algorithmic quantum annealing
by: Mohseni, Masoud, et al.
Published: (2021)

Beyond-classical computation in quantum simulation
by: King, Andrew D., et al.
Published: (2024)

Symmetry and Topology of Monitored Quantum Dynamics
by: Xiao, Zhenyu, et al.
Published: (2024)

Numerical Study of Disordered Noninteracting Chains Coupled to a Local Lindblad Bath
by: Berger, Viktor, et al.
Published: (2024)

Fractal structure of multipartite entanglement in monitored quantum circuits
by: Sharma, Vaibhav, et al.
Published: (2025)

Hilbert subspace imprint: a new mechanism for non-thermalization
by: Yu, Hui, et al.
Published: (2025)

Measurement-induced phase transitions in quantum inference problems and quantum hidden Markov models
by: Kim, Sun Woo P., et al.
Published: (2025)

Many-body localization in a slowly varying potential
by: Li, Zi-Jian, et al.
Published: (2025)

Quantum Mpemba Effects from Symmetry Perspectives
by: Yu, Hui, et al.
Published: (2025)

Quantum effects in rotationally invariant spin glass models
by: Hara, Yoshinori, et al.
Published: (2025)

Universal energy-space localization and stable quantum phases against time-dependent perturbations
by: Yu, Hongye, et al.
Published: (2025)

Multifractality in high-dimensional graphs induced by correlated radial disorder
by: Logan, David E., et al.
Published: (2025)

Cored product codes for quantum self-correction in three dimensions
by: Roberts, Brenden, et al.
Published: (2025)

Classical Thermometry of Quantum Annealers
by: Grattan, George, et al.
Published: (2025)

Universal shape-dependence of quantum entanglement in disordered magnets
by: Love, Natalie, et al.
Published: (2025)

Charge Scrambling in Strong-to-Weak Spontaneous Symmetry Breaking
by: Lee, Jong Yeon
Published: (2026)

Correlation-induced phase transitions and mobility edges in an interacting non-Hermitian quasicrystal
by: Qian, Tian, et al.
Published: (2023)

Entanglement Structure and Information Protection in Noisy Hybrid Quantum Circuits
by: Liu, Shuo, et al.
Published: (2024)

Machine learning of quantum channels on NISQ devices
by: Cemin, Giovanni, et al.
Published: (2024)

Ultraslow Growth of Number Entropy in an l-bit Model of Many-Body Localization
by: Chávez, David Aceituno, et al.
Published: (2023)

Anderson localization induced by structural disorder
by: Bhattacharjee, Sourav, et al.
Published: (2024)