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ResearchSeptember 25, 2026

Reinforcement Learning with Verifiable Rewards for Small Search Agents

arXiv:2609.28765v1 Announce Type: new Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) performs well on problems with clear rewards, such as mathematics and coding, but whether it also works where the reward is less clear remains open. The reason-over-search…

Gaurisankar Jayadas, Aske Plaat, \'Alvaro Serra-G\'omez, Sandheep P·arXiv — cs.AI
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  • 01.arXiv:2609.28765v1 Announce Type: new Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) performs well on problems with clear rewards, such as mathematics and coding, but whether it also works where the reward is less clear remains open
  • 02.The reason-over-search…

This material is provided as an extended analytical summary.

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