2026
DyRef: Dynamic Reflection Framework Via Graph-Based Complexity for Robotic Planning
ICRA 2026poster
Robotic planning tasks often involve diverse complexities, which make adaptive improvement through reflection particularly challenging. Existing LLM-based approaches typically rely on fixed routines, lacking the ability to adjust to task-specific complexity and often leading to redundant reflections…