Unverified50% confidenceSolutionExact time

Trail decomposes the action space into levels: first select the room, then the device, and finally the operation, with candidates at each level coming from the runtime device registry.

1

Sources

50%

Confidence

Long-term

Relevance

11/3/2026

First Seen

Sources

Trail: Precise Local Smart Home Control via Decision Models

Related Entities

Trailconcept 运行时设备注册表concept

Related Claims

UnverifiedBefore inference, the Step Out backend filters from a curated set of five activities based on the chosen space, goal, and action preference; a seated choice excludes walking-type activities.73% similar

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