cs.LG（2024-01-13）

📊 共 6 篇论文

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支柱二：RL算法与架构 (RL & Architecture) (5) 支柱九：具身大模型 (Embodied Foundation Models) (1)

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

#题目一句话要点标签🔗⭐
1 COIN: Chance-Constrained Imitation Learning for Uncertainty-aware Adaptive Resource Oversubscription Policy 提出机会约束模仿学习以解决不确定性下的资源超额分配问题 reinforcement learning imitation learning
2 Contrastive Learning with Negative Sampling Correction 提出PUCL以解决对比学习中的负采样偏差问题 representation learning contrastive learning
3 Discovering Command and Control Channels Using Reinforcement Learning 提出基于强化学习的C2通道发现方法以提升网络安全性 reinforcement learning
4 Tensor Graph Convolutional Network for Dynamic Graph Representation Learning 提出张量图卷积网络以解决动态图表示学习问题 representation learning
5 Reinforcement Learning for Scalable Train Timetable Rescheduling with Graph Representation 提出基于强化学习的列车时刻表重调度方法以应对突发干扰 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 Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models 提出量化侧调优以解决大语言模型调优的内存和速度问题 large language model

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