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ResearchSeptember 25, 2026

When Does Action Credit Need Updating?

arXiv:2609.29007v1 Announce Type: new Abstract: Tool-using agents are continually updated with new interaction data. After each policy update, however, previously estimated action credits may become stale. Recomputing them from scratch can require many additional tool calls and…

Hongye Yang, Boxiao Huang·arXiv — cs.AI
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  • 01.arXiv:2609.29007v1 Announce Type: new Abstract: Tool-using agents are continually updated with new interaction data
  • 02.After each policy update, however, previously estimated action credits may become stale
  • 03.Recomputing them from scratch can require many additional tool calls and…

This material is provided as an extended analytical summary.

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