cs.LG（2023-10-01）
📊 共 6 篇论文
🎯 兴趣领域导航
🔬 支柱九：具身大模型 (Embodied Foundation Models) (4 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 1 | Towards Causal Foundation Model: on Duality between Causal Inference and Attention | 提出CInA方法以解决因果推断中的复杂性问题 | foundation model | ||
| 2 | SEED: Domain-Specific Data Curation With Large Language Models | 提出SEED以解决领域特定数据整理问题 | large language model | ||
| 3 | Source Attribution for Large Language Model-Generated Data | 提出水印技术以解决大语言模型生成数据的来源归属问题 | large language model | ||
| 4 | Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models | 提出基于大语言模型的信用评分框架以解决传统方法的局限性 | large language model |
🔬 支柱二：RL算法与架构 (RL & Architecture) (2 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 5 | A General Offline Reinforcement Learning Framework for Interactive Recommendation | 提出通用离线强化学习框架以解决互动推荐问题 | reinforcement learning policy learning offline reinforcement learning | ||
| 6 | Learning to Make Adherence-Aware Advice | 提出考虑遵循度的建议生成模型以优化人机交互 | reinforcement learning TAMP |