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Shao-Lei Zhang

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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
#artificial intelligence Preprint Sep 2026

EvoOntology: A Self-Evolving Ontology Layer for Data Agents

EvoOntology is introduced, a self-evolving ontology layer for data agents that encapsulates the ontology as an MCP server comprising a schema layer, a content layer, and a tool layer, enabling agents to actively query and interact with the ontology at runtime.

Mei-Duo Chong, Shao-Lei Zhang, Ju Fan et al. · 0 citations
#artificial intelligence Preprint Sep 2026

SkillAdam: Stable and Efficient Skill Evolution for Agents

SkillAdam, an Adam-inspired framework for optimizing discrete and non-differentiable skill documents, is introduced, an Adam-inspired framework for optimizing discrete and non-differentiable skill documents with substantially fewer optimization iterations and lower cost than prior methods.

Gao-Yuan Li, Mei-Hao Fan, Yi-Zhe Liu et al. · 5 citations · ⚡3

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