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The Latent That Never Was: A Forensic Re-run of the CVAE Ablation in Action Chunking Transformers

Kang, Bo
arXiv (All) · Papers
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machine-learningrobotics
Action Chunking Transformers (ACT) are widely used to learn robot manipulation from demonstrations. Their conditional variational autoencoder includes an encoder meant to capture differences between demonstrations during training. The original ACT paper reported that encoder removal dropped the mean
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