CIPO rewards search agents when retrieved evidence changes their next reasoning action, and this dense evidence-use signal improves F1 on QA benchmarks.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Contextual Information Policy Optimization for Search Agents
CIPO rewards search agents when retrieved evidence changes their next reasoning action, and this dense evidence-use signal improves F1 on QA benchmarks.