cs.AI（2025-05-12）

📊 共 22 篇论文 | 🔗 1 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (14) 支柱二：RL算法与架构 (RL & Architecture) (7 🔗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 Bridging Large Language Models and Single-Cell Transcriptomics in Dissecting Selective Motor Neuron Vulnerability 提出一种新框架以解析选择性运动神经元脆弱性 large language model multimodal
2 Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach 提出多模态融合架构以评估课堂话语质量 multimodal
3 Circuit Partitioning Using Large Language Models for Quantum Compilation and Simulations 利用大型语言模型进行量子电路分区以优化编译与仿真 large language model
4 Evaluating Large Language Models for Real-World Engineering Tasks 提出针对真实工程任务的LLM评估数据库以解决现有评估不足问题 large language model
5 YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models 提出YuLan-OneSim以解决社会行为模拟中的编程门槛问题 large language model
6 Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding 提出双向注释级互相基础以增强代码生成能力 large language model
7 A Case Study Investigating the Role of Generative AI in Quality Evaluations of Epics in Agile Software Development 探讨生成式AI在敏捷软件开发中评估史诗质量的应用 large language model
8 GRADA: Graph-based Reranking against Adversarial Documents Attack 提出GRADA框架以应对对抗性文档攻击问题 large language model
9 Web-Bench: A LLM Code Benchmark Based on Web Standards and Frameworks 提出Web-Bench以解决LLM代码基准测试饱和问题 large language model
10 Can Generative AI agents behave like humans? Evidence from laboratory market experiments 探讨大型语言模型在经济市场实验中模拟人类行为的潜力 large language model
11 How well do LLMs reason over tabular data, really? 提出评估策略以提升LLMs在表格数据推理的能力 large language model
12 AI in Money Matters 探讨大型语言模型在金融科技行业的应用与挑战 large language model
13 Examining the Role of LLM-Driven Interactions on Attention and Cognitive Engagement in Virtual Classrooms 利用LLM驱动的互动提升虚拟课堂中的注意力与认知参与度 large language model
14 Internet of Agents: Fundamentals, Applications, and Challenges 提出代理互联网框架以实现异构智能体的协同与互联 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (7 篇)

#题目一句话要点标签🔗⭐
15 S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models 提出S-GRPO以解决推理模型中的过度思考问题 reinforcement learning large language model chain-of-thought
16 Explainable Reinforcement Learning Agents Using World Models 提出基于世界模型的可解释强化学习代理以解决决策透明性问题 reinforcement learning world model model-based RL
17 A Survey on Collaborative Mechanisms Between Large and Small Language Models 提出大语言模型与小语言模型协作机制以解决资源限制问题 distillation embodied AI large language model
18 Online Learning-based Adaptive Beam Switching for 6G Networks: Enhancing Efficiency and Resilience 提出在线学习的自适应波束切换以解决6G网络的稳定性问题 reinforcement learning deep reinforcement learning DRL
19 Multi-source Plume Tracing via Multi-Agent Reinforcement Learning 提出多源蒸汽追踪算法以解决工业污染源定位问题 reinforcement learning
20 Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving 提出ZeroTIR以解决数学问题求解中的工具使用挑战 reinforcement learning large language model ✅
21 Measuring General Intelligence with Generated Games 提出gg-bench以评估语言模型的通用推理能力 reinforcement learning large language model

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
22 Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity 提出Comet以加速大语言模型的私密推理 MPC spatiotemporal large language model

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