cs.AI（2024-11-13）

📊 共 18 篇论文 | 🔗 1 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (12 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (5) 支柱八：物理动画 (Physics-based Animation) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (12 篇)

#题目一句话要点标签🔗⭐
1 The Systems Engineering Approach in Times of Large Language Models 利用系统工程方法应对大语言模型在社会技术系统中的集成挑战 large language model
2 AstroM$^3$: A self-supervised multimodal model for astronomy AstroM$^3$：面向天文领域的多模态自监督学习模型，提升分类性能并支持多种下游任务 multimodal
3 Polymetis:Large Language Modeling for Multiple Material Domains 提出Polymetis材料领域大语言模型，提升材料科学研究效率。 large language model
4 LogLLM: Log-based Anomaly Detection Using Large Language Models 提出LogLLM框架，利用大语言模型进行日志异常检测，提升软件系统可靠性。 large language model
5 Building Trustworthy AI: Transparent AI Systems via Large Language Models, Ontologies, and Logical Reasoning (TranspNet) TranspNet：利用大语言模型、本体和逻辑推理构建可信透明的AI系统 large language model
6 Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data 针对学术数据，论文提出优化检索增强生成（RAG）框架的方法 large language model
7 Enhanced Classroom Dialogue Sequences Analysis with a Hybrid AI Agent: Merging Expert Rule-Base with Large Language Models 提出混合AI Agent，融合专家规则与大语言模型，增强课堂对话序列分析 large language model
8 Responsible AI in Construction Safety: Systematic Evaluation of Large Language Models and Prompt Engineering 评估大型语言模型在建筑安全领域的应用，并探索提示工程的优化策略 large language model
9 A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL XiYan-SQL：提出多生成器集成框架，显著提升文本到SQL的转换精度。 large language model
10 Leveraging LLMs for Predictive Insights in Food Policy and Behavioral Interventions 利用微调LLM预测食物政策和行为干预的效果，提升政策制定的数据驱动性。 large language model
11 PyGen: A Collaborative Human-AI Approach to Python Package Creation PyGen：一种人机协作的Python软件包创建方法，提升科研人员的开发效率。 large language model ✅
12 Toward Automated Validation of Language Model Synthesized Test Cases using Semantic Entropy VALTEST：利用语义熵自动验证语言模型生成的测试用例，提升代码生成质量 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (5 篇)

#题目一句话要点标签🔗⭐
13 Evaluating World Models with LLM for Decision Making 利用LLM评估世界模型在决策中的表现，揭示长程决策的性能瓶颈 world model dreamer large language model
14 Liner Shipping Network Design with Reinforcement Learning 提出基于强化学习的班轮运输网络设计方法，优化航运路线 reinforcement learning
15 RLInspect: An Interactive Visual Approach to Assess Reinforcement Learning Algorithm RLInspect：一种交互式可视化方法，用于评估强化学习算法 reinforcement learning
16 Neural Corrective Machine Unranking 提出CuRD框架，通过纠正性非排序蒸馏实现神经信息检索系统中的可控遗忘。 teacher-student distillation
17 A Fuzzy Reinforcement LSTM-based Long-term Prediction Model for Fault Conditions in Nuclear Power Plants 提出一种基于模糊强化LSTM的核电站故障长期预测模型，提升PHM应用能力。 reinforcement learning predictive model

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

#题目一句话要点标签🔗⭐
18 A System Level Performance Evaluation for Superconducting Digital Systems 超导数字系统提升LLM训练与推理性能的系统级评估 PULSE large language model

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