cs.AI（2023-12-26）
📊 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 | LLM-SAP: Large Language Models Situational Awareness Based Planning | LLM-SAP：基于大语言模型情境感知规划，提升动态环境决策能力 | large language model | ||
| 2 | Adaptive In-Context Learning with Large Language Models for Bundle Generation | 提出自适应上下文学习以解决固定大小捆绑生成问题 | large language model | ||
| 3 | LLMs with User-defined Prompts as Generic Data Operators for Reliable Data Processing | 提出LLM-GDO框架，利用用户自定义Prompt实现可靠的数据处理 | large language model | ||
| 4 | A Prompt Learning Framework for Source Code Summarization | 提出PromptCS框架，通过训练prompt agent为代码摘要生成连续提示，提升大语言模型性能。 | 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 | LLMLight: Large Language Models as Traffic Signal Control Agents | LLMLight：利用大语言模型作为交通信号控制智能体，提升城市交通管理效率。 | reinforcement learning large language model | ||
| 6 | Adaptive Kalman-based hybrid car following strategy using TD3 and CACC | 提出基于自适应卡尔曼滤波的混合跟车策略，提升混合交通流中自动驾驶安全性。 | reinforcement learning deep reinforcement learning TD3 |