The paper introduces Quantum AIXI, a channel-based formulation of universal intelligence over quantum environments, and argues that contextuality, measurement back-action, and no-cloning fundamentally limit any such agent.
In: Proceedings of the 50th annual ACM SIGACT symposium on theory of computing
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Quantum AIXI: Universal Intelligence via Quantum Information
The paper introduces Quantum AIXI, a channel-based formulation of universal intelligence over quantum environments, and argues that contextuality, measurement back-action, and no-cloning fundamentally limit any such agent.