cs.AI（2025-08-29）

📊 共 22 篇论文

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (14) 支柱二：RL算法与架构 (RL & Architecture) (6) 支柱八：物理动画 (Physics-based Animation) (1) 支柱一：机器人控制 (Robot Control) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (14 篇)

#题目一句话要点标签🔗⭐
1 SHERPA: A Model-Driven Framework for Large Language Model Execution 提出SHERPA框架以提升大语言模型在复杂任务中的表现 large language model chain-of-thought
2 Comparative Analysis of Large Language Models for the Machine-Assisted Resolution of User Intentions 比较分析大型语言模型以解决用户意图问题 large language model
3 MMSearch-Plus: Benchmarking Provenance-Aware Search for Multimodal Browsing Agents 提出MMSearch-Plus以解决多模态搜索中的推理不足问题 multimodal
4 VeriLoRA: Fine-Tuning Large Language Models with Verifiable Security via Zero-Knowledge Proofs 提出VeriLoRA以解决大语言模型安全性与可验证性问题 large language model
5 EconAgentic in DePIN Markets: A Large Language Model Approach to the Sharing Economy of Decentralized Physical Infrastructure 提出EconAgentic框架以解决DePIN市场中的效率与价值对齐问题 large language model
6 EPIC: Generative AI Platform for Accelerating HPC Operational Data Analytics 提出EPIC平台以加速高性能计算操作数据分析 large language model foundation model
7 OpenAIs HealthBench in Action: Evaluating an LLM-Based Medical Assistant on Realistic Clinical Queries 提出DR.INFO以解决传统医学助手评估不足的问题 large language model instruction following
8 Synthetic Founders: AI-Generated Social Simulations for Startup Validation Research in Computational Social Science 提出AI生成社交模拟以增强初创企业验证研究的有效性 large language model
9 Universal Deep Research: Bring Your Own Model and Strategy 提出通用深度研究系统以解决固定策略限制问题 generalist agent
10 HiVA: Self-organized Hierarchical Variable Agent via Goal-driven Semantic-Topological Evolution 提出HiVA框架以解决自主智能体在动态环境中的任务执行问题 large language model
11 LLM-based Triplet Extraction for Automated Ontology Generation in Software Engineering Standards 提出基于LLM的三元组提取方法以实现软件工程标准的自动本体生成 large language model
12 HealthProcessAI: A Technical Framework and Proof-of-Concept for LLM-Enhanced Healthcare Process Mining 提出HealthProcessAI以简化医疗流程挖掘问题 large language model
13 The Complexity Trap: Simple Observation Masking Is as Efficient as LLM Summarization for Agent Context Management 提出简单观察掩蔽策略以优化LLM代理的上下文管理 large language model
14 A Whole New World: Creating a Parallel-Poisoned Web Only AI-Agents Can See 提出一种新型攻击向量以解决AI代理安全问题 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (6 篇)

#题目一句话要点标签🔗⭐
15 Think in Games: Learning to Reason in Games via Reinforcement Learning with Large Language Models 提出Think in Games框架以解决语言模型在游戏中的决策问题 reinforcement learning large language model
16 Integrating Large Language Models with Network Optimization for Interactive and Explainable Supply Chain Planning: A Real-World Case Study 提出集成大语言模型与网络优化的框架以提升供应链规划 reinforcement learning large language model
17 APRIL: API Synthesis with Automatic Prompt Optimization and Reinforcement Learning 提出APRIL以解决API合成中的搜索空间问题 reinforcement learning large language model
18 Know When to Explore: Difficulty-Aware Certainty as a Guide for LLM Reinforcement Learning 提出困难感知自信引导探索以优化LLM强化学习 reinforcement learning large language model
19 Scaling Legal AI: Benchmarking Mamba and Transformers for Statutory Classification and Case Law Retrieval 提出Mamba模型以解决法律AI的长文档处理问题 Mamba SSM
20 Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation 提出LINKO框架以解决医学概念表示的多本体集成问题 predictive model representation learning large language model

🔬 支柱八：物理动画 (Physics-based Animation) (1 篇)

#题目一句话要点标签🔗⭐
21 Next Point-of-interest (POI) Recommendation Model Based on Multi-modal Spatio-temporal Context Feature Embedding 提出多模态时空上下文特征嵌入模型以提升POI推荐准确性 spatiotemporal multimodal

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
22 Tree-Guided Diffusion Planner 提出树导向扩散规划器以解决非凸优化问题 manipulation

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