StageGuard: Learning Stage Transitions for Long-Horizon Robot Tasks via Agentic Distillation

Jinbang Huang, Yuanzhao Hu, Zhiyuan Li +6

Hierarchical planning frameworks combine skills from multiple robot control policies for long-horizon task execution, where determining when to terminate the current skill and adva…