TIDAL: Temporally Interleaved Diffusion and Action Loop for High-Frequency VLA Control
This work proposes TIDAL (Temporally Interleaved Diffusion and Action Loop), a hierarchical framework that decouples semantic reasoning from high-frequency actuation in large-scale Vision-Language-Action models and introduces a temporally misaligned training strategy to handle the resulting latency shift.