cs.AI（2024-02-07）

📊 共 12 篇论文 | 🔗 1 篇有代码

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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) (5 🔗1) 支柱一：机器人控制 (Robot Control) (1) 支柱三：空间感知与语义 (Perception & Semantics) (1)

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

#	题目	一句话要点	标签	🔗	⭐
1	A Deep Reinforcement Learning Approach for Adaptive Traffic Routing in Next-gen Networks	提出深度强化学习方法以解决下一代网络自适应流量路由问题	reinforcement learning deep reinforcement learning DRL
2	Three Pathways to Neurosymbolic Reinforcement Learning with Interpretable Model and Policy Networks	提出三种路径以实现可解释的神经符号强化学习	reinforcement learning
3	The Strain of Success: A Predictive Model for Injury Risk Mitigation and Team Success in Soccer	提出一种新型模型以降低足球运动员受伤风险并提升球队表现	predictive model
4	Towards Generalizability of Multi-Agent Reinforcement Learning in Graphs with Recurrent Message Passing	提出递归消息传递模型以解决图中多智能体强化学习的可泛化性问题	reinforcement learning
5	Direct Language Model Alignment from Online AI Feedback	提出在线AI反馈方法以提升直接语言模型对齐效果	reinforcement learning RLHF DPO

🔬 支柱九：具身大模型 (Embodied Foundation Models) (5 篇)

#	题目	一句话要点	标签	🔗	⭐
6	Are LLMs Ready for Real-World Materials Discovery?	提出材料科学大语言模型以解决现有研究工具不足问题	large language model
7	CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay	提出CodeIt以解决ARC基准的程序合成问题	large language model	✅
8	Conversational Assistants in Knowledge-Intensive Contexts: An Evaluation of LLM- versus Intent-based Systems	比较LLM与意图驱动系统在知识管理中的应用效果	large language model
9	S-Agents: Self-organizing Agents in Open-ended Environments	提出自组织代理系统以解决开放环境中的协作问题	large language model
10	RA-Rec: An Efficient ID Representation Alignment Framework for LLM-based Recommendation	提出RA-Rec框架以解决LLM推荐系统中ID表示不足问题	large language model

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
11	Can Large Language Model Agents Simulate Human Trust Behavior?	探讨大型语言模型代理的信任行为模拟能力	manipulation large language model

🔬 支柱三：空间感知与语义 (Perception & Semantics) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
12	Large Language User Interfaces: Voice Interactive User Interfaces powered by LLMs	提出基于大语言模型的动态交互用户界面框架	semantic mapping semantic map large language model

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