FIELD NOTES TOPIC

agent systems

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  1. Tycho: Active Abstraction with Programmatic World Models for ARC-AGI-3

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    The paper introduces Tycho, a system that helps an artificial agent learn the rules and goals of unfamiliar games. The system separates actionable observations from other frames and uses them to construct game-specific…