HiPolicy: Hierarchical Multi-Frequency Action Chunking for Policy Learning. - Jiyao Zhang; Zimu Han; Junhan Wang; Xionghao Wu; Shihong Lin; Jinzhou Li; Hongwei Fan; Ruihai Wu; Dongjiang Li; Hao Dong 003 (CoRR, 2026)