cs.AI（2023-10-09）

📊 共 14 篇论文 | 🔗 2 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (10 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (3) 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 Fine-grained Audio-Visual Joint Representations for Multimodal Large Language Models 提出细粒度音视频联合表示以提升多模态大语言模型性能 large language model multimodal ✅
2 Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis 提出自适应语言引导的超模态表示以解决多模态情感分析问题 multimodal
3 OptiMUS: Optimization Modeling Using MIP Solvers and large language models 提出OptiMUS以解决优化建模问题 large language model ✅
4 Integrating Graphs with Large Language Models: Methods and Prospects 提出图结构数据与大型语言模型的整合方法以提升任务性能 large language model
5 Parrot Mind: Towards Explaining the Complex Task Reasoning of Pretrained Large Language Models with Template-Content Structure 提出模板-内容结构以解释预训练大语言模型的复杂推理能力 large language model
6 Generative quantum machine learning via denoising diffusion probabilistic models 提出量子去噪扩散概率模型以高效学习量子数据 large language model
7 Cost-Efficient Prompt Engineering for Unsupervised Entity Resolution 提出低成本提示工程方法以解决无监督实体解析问题 large language model
8 LLM for SoC Security: A Paradigm Shift 利用大型语言模型提升系统级芯片安全性验证 large language model
9 Automated Argument Generation from Legal Facts 利用生成模型自动生成法律论点以应对案件激增问题 large language model
10 STREAM: Social data and knowledge collective intelligence platform for TRaining Ethical AI Models 提出STREAM平台以解决AI模型伦理对齐问题 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (3 篇)

#题目一句话要点标签🔗⭐
11 Logic-Q: Improving Deep Reinforcement Learning-based Quantitative Trading via Program Sketch-based Tuning 提出Logic-Q以解决深度强化学习在量化交易中的市场趋势识别问题 reinforcement learning deep reinforcement learning DRL
12 Predictive auxiliary objectives in deep RL mimic learning in the brain 提出预测辅助目标以提升深度强化学习的表征学习 reinforcement learning deep reinforcement learning predictive model
13 Replication of Multi-agent Reinforcement Learning for the "Hide and Seek" Problem 提出多智能体强化学习方法以解决“藏与寻”问题 reinforcement learning

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

#题目一句话要点标签🔗⭐
14 Measuring Acoustics with Collaborative Multiple Agents 提出协作多智能体测量环境声学以解决传统方法低效问题 PULSE

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