cs.AI（2024-08-28）

📊 共 14 篇论文 | 🔗 1 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (10) 支柱二：RL算法与架构 (RL & Architecture) (2 🔗1) 支柱七：动作重定向 (Motion Retargeting) (1) 支柱八：物理动画 (Physics-based Animation) (1)

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

#题目一句话要点标签🔗⭐
1 An Empirical Study on Self-correcting Large Language Models for Data Science Code Generation 提出CoT-SelfEvolve框架，通过自纠正机制提升LLM在数据科学代码生成中的准确性。 large language model chain-of-thought
2 Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning 利用大语言模型和上下文学习解决无线通信符号检测问题 large language model
3 Persuasion Games using Large Language Models 提出基于LLM的多智能体说服框架，用于影响用户决策 large language model
4 Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language Models 利用大语言模型和小样本提示提升命名实体识别性能 large language model
5 LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models LogicGame：用于评估大语言模型规则推理能力的新基准 large language model
6 BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding BELT-2：通过脑电-语言表征对齐引导多任务脑解码 large language model
7 LLM-assisted Labeling Function Generation for Semantic Type Detection 提出基于LLM辅助的标注函数生成方法，用于解决数据湖中语义类型检测的标注难题。 large language model
8 Towards Logically Sound Natural Language Reasoning with Logic-Enhanced Language Model Agents 提出LELMA框架，通过逻辑增强提升LLM Agent在开放式推理任务中的逻辑一致性。 large language model
9 CodeSift: An LLM-Based Reference-Less Framework for Automatic Code Validation CodeSift：基于LLM的无参考代码自动验证框架，提升代码质量。 large language model
10 Toward Automated Simulation Research Workflow through LLM Prompt Engineering Design 提出基于LLM提示工程的自主模拟Agent，实现科研工作流自动化 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🔗⭐
11 Atari-GPT: Benchmarking Multimodal Large Language Models as Low-Level Policies in Atari Games Atari-GPT：评估多模态大语言模型在Atari游戏中作为底层策略的性能 reinforcement learning large language model multimodal ✅
12 ModalityMirror: Improving Audio Classification in Modality Heterogeneity Federated Learning with Multimodal Distillation 提出ModalityMirror以解决多模态联邦学习中的音频分类问题 distillation multimodal

🔬 支柱七：动作重定向 (Motion Retargeting) (1 篇)

#题目一句话要点标签🔗⭐
13 Efficient $k$-NN Search in IoT Data: Overlap Optimization in Tree-Based Indexing Structures 针对IoT数据，提出基于树形索引结构重叠优化的高效k近邻搜索方法 spatial relationship

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

#题目一句话要点标签🔗⭐
14 Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing 提出基于数字神经形态技术的两阶段学习方法，实现边缘设备上的类脑快速学习。 differentiable simulation

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