cs.LG（2024-08-18）

📊 共 10 篇论文

🎯 兴趣领域导航

支柱二：RL算法与架构 (RL & Architecture) (5) 支柱九：具身大模型 (Embodied Foundation Models) (4) 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	Advancements in Molecular Property Prediction: A Survey of Single and Multimodal Approaches	分子性质预测综述：探索单模态与多模态AI方法	representation learning multimodal
2	Enhancing Quantum Memory Lifetime with Measurement-Free Local Error Correction and Reinforcement Learning	提出基于强化学习的无测量局部量子纠错方法，提升量子存储寿命	reinforcement learning
3	Directed Exploration in Reinforcement Learning from Linear Temporal Logic	提出基于线性时序逻辑引导的强化学习探索方法，提升高维连续控制任务性能。	reinforcement learning
4	Ancestral Reinforcement Learning: Unifying Zeroth-Order Optimization and Genetic Algorithms for Reinforcement Learning	提出祖先强化学习(ARL)，融合零阶优化与遗传算法，提升强化学习的探索能力和鲁棒性。	reinforcement learning
5	GRLinQ: An Intelligent Spectrum Sharing Mechanism for Device-to-Device Communications with Graph Reinforcement Learning	提出GRLinQ以解决D2D通信中的频谱共享问题	reinforcement learning

🔬 支柱九：具身大模型 (Embodied Foundation Models) (4 篇)

#	题目	一句话要点	标签	🔗	⭐
6	Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models	Reefknot：提出多模态大语言模型中关系幻觉的全面评测基准与缓解策略	large language model multimodal
7	A Markov Random Field Multi-Modal Variational AutoEncoder	提出一种基于马尔可夫随机场的多模态变分自编码器，用于建模复杂模态间关系。	multimodal
8	Efficient Budget Allocation for Large-Scale LLM-Enabled Virtual Screening	提出EFG-$m$算法，解决大规模LLM驱动的虚拟筛选中高效预算分配问题	large language model
9	NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models	提出嵌套低秩适配(NoRA)，高效微调大型模型并提升性能。	large language model

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

#	题目	一句话要点	标签	🔗	⭐
10	Understanding Transformer Architecture through Continuous Dynamics: A Partial Differential Equation Perspective	Transformer架构连续动力学分析：基于偏微分方程的理解框架	spatiotemporal

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