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AI论文速递 2026年08月17日（HuggingFace Daily Papers）

数据来源：https://huggingface.co/papers 采集时间：2026-08-17

📌 重点关注

  1. Spatial Memory Agent: Experience-Grounded Procedure Memory for Spatial Intelligence | arXiv — 【重点关注】 Spatial intelligence is becoming a foundation for embodied agents, robotic pl... 💡 具身智能用经验记忆导航，空间感知思路可借鉴到端侧Agent
  2. Intern-S2-Preview: Scientific Agentic Foundation Model | arXiv — 【重点关注】 Scientific discovery increasingly requires AI systems that can reason over sc... 💡 科学发现全流程Agent化，值得跟踪的科研自动化方向
  3. LycheeMemory V2: Efficient Long-Term Memory for LLM Agents via Semantic Segment-Level Consolidation | arXiv — 【重点关注】 Long-horizon LLM agents must preserve information from past interactions to s... 💡 Agent长期记忆按语义整合降本，直接相关你的Agent工程

📋 其他值得关注

  1. AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design | arXiv — Transforming multimodal sources into condensed and structured media outputs c...
  2. DarwinX: Evolving Agent Harnesses Through Natural Selection | arXiv — An LLM agent's capability depends not only on model weights but on its harnes...
  3. OmniScientist: An Omni-Modal Omni-Discipline AI Scientist | arXiv — Recent advances in foundation models have enabled AI scientists to automate i...
  4. Hybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing | arXiv — Large language models (LLMs) achieve remarkable performance across natural la...
  5. Parameter Exploration for RLVR via Variational Learning | arXiv — Exploration has been a focus of reinforcement learning research for a long ti...
  6. SPARGen: Unifying Spatial Perception and Reasoning through Native Multimodal Generation | arXiv — Spatial perception and reasoning from visual observations require recovering ...
  7. Self-Evolving Embodied Agents via Skill-Harness Evolution | arXiv — Embodied agents are increasingly built as systems around foundation models, w...