#artificial intelligence
May 2026
PIVOT: Bridging Planning and Execution in LLM Agents via Trajectory Refinement
These findings establish that (self- or human-supervised) feedback-based trajectory optimization is a principled methodology for mitigating plan-execution gaps in autonomous agent systems.
Tuo Zhang, A. Popa, Yan Xu et al.
· arXiv.org · 5 citations