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day3_4_exp3 – AI Model by QRP123 | AlphaNeural AI
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day3_4_exp3 - VC-ACT Auto Clustering (k=auto)
Visual Clustering-based ACT with automatic cluster number selection.
Model Info
Architecture: VC-ACT (Auto Clustering + 2 specialized ACT models)
Dataset: 26-03-04-pick_hanger_V30 (100 episodes)
Training Steps: 100,010 per cluster
Robot: Piper dual-arm (7D + 7D = 14D)
Cameras: fisheye_left, fisheye_right, wide_mid, wide_top (256x256)
Comparison
Model
Architecture
Clusters
day3_4_base
Single ACT
1
day3_4_exp1
MoE-ACT
10 experts (top-2)
day3_4_exp2
VC-ACT k=10
10
day3_4_exp3
VC-ACT auto
2