A hierarchical auto-annotation pipeline plus episode-aware federated aggregation lets mobile GUI agents be trained on automatically labeled user trajectories at about 1% of human annotation cost.
Di- giRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning, June 2024
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MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users
A hierarchical auto-annotation pipeline plus episode-aware federated aggregation lets mobile GUI agents be trained on automatically labeled user trajectories at about 1% of human annotation cost.