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 dingtalk-deepresearch


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

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.