cs.LG（2023-11-21）

📊 共 10 篇论文 | 🔗 3 篇有代码

🎯 兴趣领域导航

支柱二：RL算法与架构 (RL & Architecture) (4 🔗1) 支柱九：具身大模型 (Embodied Foundation Models) (4 🔗1) 支柱四：生成式动作 (Generative Motion) (1 🔗1) 支柱一：机器人控制 (Robot Control) (1)

🔬 支柱二：RL算法与架构 (RL & Architecture) (4 篇)

#	题目	一句话要点	标签	🔗	⭐
1	ALPHA: AnomaLous Physiological Health Assessment Using Large Language Models	提出ALPHA模型以实现异常生理健康评估	MAE large language model
2	A Supervised Contrastive Learning Pretrain-Finetune Approach for Time Series	提出监督对比学习预训练-微调方法以解决时间序列建模问题	contrastive learning foundation model
3	minimax: Efficient Baselines for Autocurricula in JAX	提出minimax库以加速无监督环境设计的训练	curriculum learning zero-shot transfer	✅
4	Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework	提出基于分解的多目标强化学习方法以解决分类困难	reinforcement learning

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

#	题目	一句话要点	标签	🔗	⭐
5	Unsupervised Multimodal Surface Registration with Geometric Deep Learning	提出GeoMorph以解决皮层表面无监督配准问题	multimodal
6	Regression-Based Analysis of Multimodal Single-Cell Data Integration Strategies	提出基于回归的多模态单细胞数据整合策略以解决分析挑战	multimodal
7	A Survey of Graph Meets Large Language Model: Progress and Future Directions	提出图与大型语言模型结合的新分类以提升图任务性能	large language model	✅
8	In-Context Learning Functions with Varying Number of Minima	提出一种新任务以研究具有不同极小值的函数的上下文学习	large language model

🔬 支柱四：生成式动作 (Generative Motion) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
9	Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling	提出TimeVQVAE-AD以解决时间序列异常检测的可解释性问题	VQ-VAE	✅

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
10	Machine-Guided Discovery of a Real-World Rogue Wave Model	利用机器学习发现海洋流氓波模型	manipulation

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