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Beyond Binary Verifiable Rewards: Behavioral Self-Rewarding for SWE Agents

arXiv:2610.12598v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) provides reliable supervision for software engineering agents through executable tests, but binary rewards fail to distinguish trajectories with substantially different debugging quality. We invest…

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  1. 2026-10-12 04:00 · arXiv cs.AI
    Beyond Binary Verifiable Rewards: Behavioral Self-Rewarding for SWE Agents

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