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arxiv_cs_cl ยท Nov 10, 2026 ยท paper

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Coding Agent Memory Post-Training II: Unlocking the Memory Potential of Pre-trained File Operations for Long-Horizon Tasks via On-Policy Distillation

arxiv.orgNov 10, 2026
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Language-model agents increasingly tackle long-horizon tasks whose interaction histories exceed the model's active context. They must therefore decide what to write down and what to read back, and when to do either. R...

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