most citedOn the Roles of LLMs in Planning: Embedding LLMs into Planning Graphs

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cs.LG2026

UI-Oceanus: Scaling GUI Agents with Synthetic Environmental Dynamics

Mengzhou Wu, Yuzhe Guo, Yuan Cao +16

Scaling generalist GUI agents is hindered by the data scalability bottleneck of expensive human demonstrations and the "distillation ceiling" of synthetic teacher supervision. To t…