cs.AI（2024-04-18）

📊 共 19 篇论文

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (17) 支柱二：RL算法与架构 (RL & Architecture) (2)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (17 篇)

#	题目	一句话要点	标签	🔗	⭐
1	Lean Copilot: Large Language Models as Copilots for Theorem Proving in Lean	提出Lean Copilot以解决自动定理证明中的人机协作问题	large language model
2	FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom	提出FedEval-LLM以解决大语言模型评估中的隐私与准确性问题	large language model
3	Monitoring Critical Infrastructure Facilities During Disasters Using Large Language Models	利用大型语言模型监测灾害期间关键基础设施状态	large language model
4	DF-DM: A foundational process model for multimodal data fusion in the artificial intelligence era	提出DF-DM模型以解决多模态数据融合挑战	multimodal
5	Enhancing Financial Inclusion and Regulatory Challenges: A Critical Analysis of Digital Banks and Alternative Lenders Through Digital Platforms, Machine Learning, and Large Language Models Integration	通过数字平台与机器学习提升金融包容性应对监管挑战	large language model
6	Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools	提出基于LLM的规划框架以解决复杂多约束规划问题	large language model
7	CAUS: A Dataset for Question Generation based on Human Cognition Leveraging Large Language Models	提出CAUS数据集以提升大型语言模型的提问能力	large language model
8	Synthetic Participatory Planning of Shard Automated Electric Mobility Systems	提出合成参与规划方法以解决城市交通问题	large language model
9	Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences	提出混合主动方法以解决LLM输出评估的验证问题	large language model
10	Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM	提出概念诱导方法以分析非结构化文本数据	large language model
11	De-DSI: Decentralised Differentiable Search Index	提出De-DSI框架以实现去中心化的信息检索	large language model
12	AccidentBlip: Agent of Accident Warning based on MA-former	提出AccidentBlip以解决交通事故预测的鲁棒性问题	multimodal
13	Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?	提出CHARMAP方法以提升角色驱动决策的语言模型能力	large language model
14	From Language Models to Practical Self-Improving Computer Agents	提出自我增强计算机代理以解决复杂任务	large language model
15	MCRanker: Generating Diverse Criteria On-the-Fly to Improve Point-wise LLM Rankers	提出MCRanker以解决点式LLM排名中的标准化与综合性问题	large language model
16	Concept Induction using LLMs: a user experiment for assessment	利用大型语言模型提升图像分类的概念生成与解释能力	large language model
17	Thought of Search: Planning with Language Models Through The Lens of Efficiency	提出高效的语言模型规划方法以解决搜索问题	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	🔗	⭐
18	A critical review of methods and challenges in large language models	全面评估大语言模型的挑战与方法	reinforcement learning large language model
19	Centralized vs. Decentralized Multi-Agent Reinforcement Learning for Enhanced Control of Electric Vehicle Charging Networks	提出CTDE-DDPG以优化电动车充电网络控制	reinforcement learning

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