2 papers
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…
cs.LG2022
Orthogonal Stochastic Configuration Networks with Adaptive Construction Parameter for Data Analytics
Wei Dai, Chuanfeng Ning, Shiyu Pei +2
As a randomized learner model, SCNs are remarkable that the random weights and biases are assigned employing a supervisory mechanism to ensure universal approximation and fast lear…