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NewsarXiv cs.AIOct 12, 2026

Self-Reward Design for SWE Agents

We propose a new approach for software engineering agents to generate and use self-rewards without relying on verifiable rewards. This could promote long-term task achievement and more reliable action selection.

Why it mattersThe appeal lies in reducing reward-design complexity in practical reinforcement learning.

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