One-to-Two Acting: A Novel Framework for Single-arm Agent Action Expansion to Dual Arms

Youbin Yao, Nieqin Cao, Mingyan Li +3

Dual-arm manipulation can improve throughput via parallel execution, but collecting bimanual demonstrations for training is costly and difficult. We present ExS2D, a hierarchical a…