窦志成

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研究方向

发布时间:2025-11-11

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  • 智能体 (Agent) - agentic RL, self-evolving, long-horizon tasks,  OPD/OPSD, data/enviroments, memory & skills, auto-harness, etc.

  • 后训练(Post Training)

  • AI自演进(RSI、Self-Evolving)

  • 搜索智能体、智能体搜索、AI搜索(Agentic Search)- wide & deep search task, deep research, search strategy, information reliability, report quality, etc.

  • 科学推理与智能体(Scientific Reasoning & Agent, Auto Research, AI-Scientist)

  • 检索增强的大模型(Retrieval Augmented Generation)

  • 多模态与跨模态(Multi-modal AI)- multi-modal agents, multi-modal embedding & search, agentic photo/album search, agentic long video understanding, etc.

  • 数据智能体(Data Agent)

  • GUI智能体 (GUI Agent)

  • 生成式检索(Generative Retrieval)

  • 对话式搜索(Conversational Search)

  • 大语言模型(Large Language Model)

  • 预训练模型(Pretrained Models)

  • 智慧司法(Legal AI) & 涉外法治大模型

  • 个性化搜索、对话与推荐(Personalized Search, Dialogue, and Recommendation)

  • 多样化搜索与推荐(Diversified Search and Recommendation)