cs.AI（2024-09-04）

📊 共 17 篇论文 | 🔗 3 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (14 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (2) 支柱八：物理动画 (Physics-based Animation) (1)

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

#	题目	一句话要点	标签	🔗	⭐
1	Cog-GA: A Large Language Models-based Generative Agent for Vision-Language Navigation in Continuous Environments	提出Cog-GA，基于LLM的生成式Agent用于连续环境下的视觉语言导航	embodied AI vision-language-navigation VLN
2	GenDFIR: Advancing Cyber Incident Timeline Analysis Through Retrieval Augmented Generation and Large Language Models	GenDFIR：利用RAG和LLM改进网络安全事件时间线分析	large language model TAMP
3	Configurable Foundation Models: Building LLMs from a Modular Perspective	提出可配置基础模型，通过模块化构建LLM以提升效率和可扩展性	foundation model
4	MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model	提出基于生成式大模型的金融市场模拟引擎MarS，用于生成逼真、可控的订单数据。	foundation model	✅
5	Wavelet GPT: Wavelet Inspired Large Language Models	Wavelet GPT：通过小波变换提升大语言模型预训练效率与性能	large language model
6	Large Language Model-Based Agents for Software Engineering: A Survey	综述：基于大型语言模型的软件工程智能体	large language model	✅
7	Irrelevant Alternatives Bias Large Language Model Hiring Decisions	研究发现大语言模型在招聘决策中存在“无关选项偏差”现象	large language model
8	Accelerating Large Language Model Training with Hybrid GPU-based Compression	提出基于GPU压缩的混合并行训练方法，加速大语言模型训练。	large language model
9	Large Language Models and Cognitive Science: A Comprehensive Review of Similarities, Differences, and Challenges	全面综述：大型语言模型与认知科学的异同、挑战及未来	large language model
10	LLM-Assisted Visual Analytics: Opportunities and Challenges	探索LLM辅助的可视分析系统，提升交互性与领域知识应用能力	large language model multimodal
11	Vision-Language Navigation with Continual Learning	提出基于持续学习的视觉-语言导航框架，解决新环境适应问题。	VLN
12	NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls	NESTFUL：用于评估LLM在API调用嵌套序列上的性能的基准测试。	large language model	✅
13	Creating a Gen-AI based Track and Trace Assistant MVP (SuperTracy) for PostNL	为PostNL构建基于生成式AI的包裹追踪助手MVP（SuperTracy）	large language model
14	Scaling Laws for Economic Productivity: Experimental Evidence in LLM-Assisted Translation	LLM辅助翻译的经济生产力扩展定律：实验证据表明模型规模提升显著提高翻译效率和质量	large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (2 篇)

#	题目	一句话要点	标签	🔗	⭐
15	Decision Transformer for Enhancing Neural Local Search on the Job Shop Scheduling Problem	提出基于决策Transformer的神经局部搜索方法，提升Job Shop调度问题求解性能。	reinforcement learning deep reinforcement learning DRL
16	TS-EoH: An Edge Server Task Scheduling Algorithm Based on Evolution of Heuristic	提出基于启发式算法进化的边缘服务器任务调度算法TS-EoH，优化低延迟服务。	reinforcement 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	🔗	⭐
17	A hybrid FEM-PINN method for time-dependent partial differential equations	提出混合有限元-PINN方法，高效求解时变偏微分方程	spatiotemporal

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