Multilingual agent planning failures concentrate in five grounding categories, and making those categories explicit in a structured representation improves multi-agent task accuracy by up to 10 points.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.MA 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
An Actionable Diagnosis of Multilingual, Multi-Agent Planning Failures
Multilingual agent planning failures concentrate in five grounding categories, and making those categories explicit in a structured representation improves multi-agent task accuracy by up to 10 points.