2026
Toward Training Superintelligent Software Agents through Self-Play SWE-RL
ICML 2026poster
While current software agents powered by large language models (LLMs) and reinforcement learning (RL) can boost programmer productivity, their reliance on human-curated training data and environments creates a fundamental barrier to superintelligence. In this paper, we present Self-play SWE-RL (SSR)…