Dingtalk DeepResearch: A Unified Multi Agent Framework for Adaptive Intelligence in Enterprise Environments

Chen, Mengyuan, Dai, Chengjun, Dong, Xinyang, Feng, Chengzhe, Fu, Kewei, Li, Jianshe, Peng, Zhihan, Tong, Yongqi, Zhang, Junshao, Zhu, Hong

Oct-30-2025–arXiv.org Artificial Intelligence

Unlike static architectures, it enables agents to evolve via an entropy-guided, memory-aware online learning mechanism, retrieving high-value prior cases from an episodic memory bank and exploring diverse historical contexts.

artificial intelligence, dingtalk-deepresearch, machine learning, (15 more...)

arXiv.org Artificial Intelligence

Oct-30-2025

Country:
- South America > Ecuador
  - Guayas Province > Guayaquil (0.04)
  - Pichincha Province > Quito (0.04)

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- Research Report (0.40)

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- Education (0.34)
- Energy (0.30)
- Health & Medicine (0.34)
- Information Technology (0.46)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Neural Networks
    - Deep Learning (1.00)
  - Representation & Reasoning > Agents (1.00)