cs.LG（2024-01-10）

📊 共 10 篇论文

🎯 兴趣领域导航

支柱二：RL算法与架构 (RL & Architecture) (8) 支柱八：物理动画 (Physics-based Animation) (1) 支柱九：具身大模型 (Embodied Foundation Models) (1)

🔬 支柱二：RL算法与架构 (RL & Architecture) (8 篇)

#题目一句话要点标签🔗⭐
1 Towards Safe Load Balancing based on Control Barrier Functions and Deep Reinforcement Learning 提出基于控制障碍函数和深度强化学习的安全负载均衡算法 reinforcement learning deep reinforcement learning DRL
2 ReACT: Reinforcement Learning for Controller Parametrization using B-Spline Geometries 提出基于深度强化学习的B样条几何体控制器参数化方法 reinforcement learning deep reinforcement learning DRL
3 HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling with Self-Distillation for Long-Term Forecasting 提出HiMTM以解决时间序列多尺度建模问题 distillation foundation model
4 Innate-Values-driven Reinforcement Learning based Cooperative Multi-Agent Cognitive Modeling 提出基于内在价值的强化学习架构以解决多智能体合作问题 reinforcement learning
5 CNN-DRL for Scalable Actions in Finance 提出CNN-DRL以解决金融领域大规模动作学习问题 DRL
6 Taming "data-hungry" reinforcement learning? Stability in continuous state-action spaces 提出新框架以分析连续状态-动作空间中的强化学习稳定性 reinforcement learning
7 Singer Identity Representation Learning using Self-Supervised Techniques 提出自监督技术以提升歌手身份表示学习 representation learning
8 Relaxed Contrastive Learning for Federated Learning 提出放松对比学习以解决联邦学习中的数据异质性问题 contrastive learning

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

#题目一句话要点标签🔗⭐
9 Synthesis of pulses from particle detectors with a Generative Adversarial Network (GAN) 提出基于GAN的脉冲合成模型以解决粒子探测器脉冲缺失问题 PULSE

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

#题目一句话要点标签🔗⭐
10 VI-PANN: Harnessing Transfer Learning and Uncertainty-Aware Variational Inference for Improved Generalization in Audio Pattern Recognition 提出VI-PANN以解决音频模式识别中的不确定性问题 foundation model

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