SWE-Ladder: Learning to Localize, Reproduce, and Patch via Progressive Privileged Self-Distillation.

arXiv:2610.33667v1 Announce Type: new Abstract: Resolving a repository-level issue typically requires a software-engineering (SWE) agent to localize the faulty code, reproduce the failure, and patch the code. Reinforcement learning trains such agents from a si