ACT: Precision Bimanual Manipulation via Action Chunking — ResNet18, Transformer Decoder & CVAE Deep Dive

TL;DR ACT (Action Chunking with Transformers) is a bimanual robot manipulation imitation learning algorithm from Stanford, published in 2023. Two core ideas: (1) Action Chunking — predict k actions at once rather than one step at a time, reducing com...