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This research demonstrates how Hamiltonian-driven dynamics in the transverse-field Ising model can naturally generate entanglement to resolve dilemmas in quantum games, offering a hardware-relevant alternative to fixed gate-based schemes. The study establishes a clear quantum advantage over classical outcomes by leveraging physical parameters for tunable entanglement rather than relying on standard quantization protocols.
Emergence of Strategic Equilibria from Transverse Field Ising Hamiltonian Dynamics
arXiv:2608.29926v1 Announce Type: new Abstract: Game theory studies strategic decision-making among rational agents, and many classical games can be mapped onto interaction models such as the Ising model. Quantum game theory extends this framework by allowing players to exploit quantum superposition and entanglement. In this work, we study quantum games using an operator-based formulation derived from the transverse-field quantum Ising model. We show that the Hamiltonian-driven dynamics naturally generate entangling operator which resolve the dilemma in the game settings. This leads to a clear quantum advantage over classical outcomes. Unlike standard quantization schemes based on fixed entangling gates, the present approach enables tunable entanglement, controlled directly by physical Hamiltonian parameters, providing a hardware-relevant perspective on quantum game design.
Abstract:Game theory studies strategic decision-making among rational agents, and many classical games can be mapped onto interaction models such as the Ising model. Quantum game theory extends this framework by allowing players to exploit quantum superposition and entanglement. In this work, we study quantum games using an operator-based formulation derived from the transverse-field quantum Ising model. We show that the Hamiltonian-driven dynamics naturally generate entangling operator which resolve the dilemma in the game settings. This leads to a clear quantum advantage over classical outcomes. Unlike standard quantization schemes based on fixed entangling gates, the present approach enables tunable entanglement, controlled directly by physical Hamiltonian parameters, providing a hardware-relevant perspective on quantum game design.
arXiv:2608.29926 [quant-ph]
(or arXiv:2608.29926v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2608.29926 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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