NVIDIA PivotOPD Teaches Multi-Turn AI Agents to Recover From Pivotal Mistakes

NVIDIA researchers introduced PivotOPD, an on-policy distillation method that trains multi-turn LLM agents to avoid and recover from early pivotal mistakes, achieving the best average performance against 13 baselines on 3 agent benchmarks.