cs.AI（2025-05-04）

📊 共 11 篇论文 | 🔗 2 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (10 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (10 篇)

#题目一句话要点标签🔗⭐
1 Retrieval-augmented in-context learning for multimodal large language models in disease classification 提出RAICL框架以提升多模态大语言模型在疾病分类中的表现 large language model multimodal
2 A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP) 提出四种代理互操作协议以解决异构系统间的协作问题 large language model multimodal
3 Real-time Spatial Retrieval Augmented Generation for Urban Environments 提出实时空间检索增强生成架构以解决城市环境中的信息更新问题 large language model foundation model
4 TxP: Reciprocal Generation of Ground Pressure Dynamics and Activity Descriptions for Improving Human Activity Recognition 提出TxP模型以解决压力传感器在人类活动识别中的应用不足问题 foundation model
5 Leveraging LLMs to Automate Energy-Aware Refactoring of Parallel Scientific Codes 提出LASSI-EE框架以自动化能源感知并行科学代码重构 large language model
6 Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data 探讨注意力机制在图结构数据处理中的局限性与改进 large language model ✅
7 MemEngine: A Unified and Modular Library for Developing Advanced Memory of LLM-based Agents 提出MemEngine以解决LLM代理记忆模型统一性问题 large language model ✅
8 Leveraging LLM Agents and Digital Twins for Fault Handling in Process Plants 提出LLM代理与数字双胞胎结合的方法以解决过程工厂故障处理问题 large language model
9 AI-Driven Generation of Data Contracts in Modern Data Engineering Systems 提出AI驱动的数据合同生成框架以解决数据工程中的复杂性问题 large language model
10 From Mind to Machine: The Rise of Manus AI as a Fully Autonomous Digital Agent 提出Manus AI以实现完全自主的数字代理 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (1 篇)

#题目一句话要点标签🔗⭐
11 Training Environment for High Performance Reinforcement Learning 提出Tunnel以解决高性能强化学习训练环境问题 reinforcement learning

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