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Author

Minzheng Wang

Institute of Automation, Chinese Academy of Sciences

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#natural language process... Preprint Oct 2026

MiMo-V2.6: Scaling Reinforcement Learning Towards Self-Improvement

The MiMo-V2.6 series is introduced, an omni-modal family that pushes the frontier of model intelligence by scaling RL compute by building infrastructure for mixed-task agentic RL, including a unified trajectory representation, high-concurrency multi-framework rollout, decoupled control and data planes, and training-inf...

Xiao-Zhen Qiao, Zi-Yue Hua, Zi-Rui Ou et al. · 10 citations
Preprint Aug 2026

SWE-Touch: Benchmarking Coding Agents When Users Touch the Code

SWE-Touch is introduced, a framework that stress-tests this setting through validated Counter-Edits: plausible edits to task-relevant code that conflict with task completion, and point to detecting workspace changes, reconciling conflicting edits with the task, and verifying the affected behavior as key capabilities fo...

Yuqiao Tan, Jinxiang Meng, Fangyu Lei et al. · 1 citation

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