cs.LG（2024-08-23）

📊 共 7 篇论文 | 🔗 2 篇有代码

🎯 兴趣领域导航

支柱二：RL算法与架构 (RL & Architecture) (5 🔗1) 支柱九：具身大模型 (Embodied Foundation Models) (1 🔗1) 支柱八：物理动画 (Physics-based Animation) (1)

🔬 支柱二：RL算法与架构 (RL & Architecture) (5 篇)

#	题目	一句话要点	标签	🔗	⭐
1	Knowledge Graph Modeling-Driven Large Language Model Operating System (LLM OS) for Task Automation in Process Engineering Problem-Solving	提出基于知识图谱建模的LLM OS，用于流程工程问题自动化	teacher-student large language model
2	The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs: An Exhaustive Review of Technologies, Research, Best Practices, Applied Research Challenges and Opportunities	LLM微调终极指南：从基础到突破的技术、研究、实践与挑战全面综述	PPO DPO direct preference optimization
3	Localized Observation Abstraction Using Piecewise Linear Spatial Decay for Reinforcement Learning in Combat Simulations	提出基于分段线性空间衰减的局部观测抽象方法，加速战斗模拟中强化学习智能体的训练。	reinforcement learning deep reinforcement learning spatial relationship
4	Hierarchical Spatio-Temporal State-Space Modeling for fMRI Analysis	提出基于Mamba的FST-Mamba模型，用于fMRI分析中的神经生物标志物发现。	Mamba state space model spatiotemporal	✅
5	Mastering the Digital Art of War: Developing Intelligent Combat Simulation Agents for Wargaming Using Hierarchical Reinforcement Learning	提出基于分层强化学习的智能作战模拟Agent，用于兵棋推演。	reinforcement learning

🔬 支柱九：具身大模型 (Embodied Foundation Models) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
6	LLaVaOLMoBitnet1B: Ternary LLM goes Multimodal!	提出LLaVaOLMoBitnet1B：首个三元多模态大语言模型，支持图文输入。	large language model multimodal	✅

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

#	题目	一句话要点	标签	🔗	⭐
7	Extraction of Typical Operating Scenarios of New Power System Based on Deep Time Series Aggregation	提出基于深度时间序列聚合的新型电力系统典型运行场景提取方法	spatiotemporal

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