PACE: Adaptive Budget Allocation for Time-Efficient Embodied Planning

Yuchen Huang, Xijiang Ying, Zhenhua Ma +14

Reasoning-enhanced large language models have achieved remarkable improvements in planning tasks, yet their deployment in embodied systems remains impractical due to prohibitive in…