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Hamiltonian Formalism for Comparing Quantum and Classical Intelligence
Elija Perrier
The prospect of AGI instantiated on quantum substrates motivates the development of mathematical frameworks that enable direct comparison of their operation in classical and quantu…
Quantum AGI: Ontological Foundations
Elija Perrier, Michael Timothy Bennett
We examine the implications of quantum foundations for AGI, focusing on how seminal results such as Bell's theorems (non-locality), the Kochen-Specker theorem (contextuality) and n…
Quantum AIXI: Universal Intelligence via Quantum Information
Elija Perrier
AIXI is a widely studied model of artificial general intelligence (AGI) based upon principles of induction and reinforcement learning. However, AIXI is fundamentally classical in n…
Solving the problem with the Global Cartan Decomposition
Elija Perrier, Christopher S. Jackson
Geometric methods have useful application for solving problems in a range of quantum information disciplines, including the synthesis of time-optimal unitaries in quantum control.…