TeleTune: Evolving Agent Skills From Offline Telemetry
Computer-use agents need to capture procedural knowledge of how people use software. User telemetry offers a scalable source of this knowledge. However, learning reusable skills from these logs requires addressing three challenges: (1) Goal Underspecification, since logs do not record the goal behind each action; (2) N...
J. Chen, Elias Stengel-Eskin, Yan Chen et al.
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