FlexiWorld: Learning and Planning via Flexible Action Chunks Across Multiple Time Scales

Shidu Ren, Qilin Gu, Zhenghao Ni +4

Latent world models predict future states for goal-directed planning using action chunks spanning multiple primitive steps. Existing methods typically use fixed-length chunks and e…