cs.AI（2024-03-25）

📊 共 21 篇论文 | 🔗 2 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (17 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (3) 支柱三：空间感知与语义 (Perception & Semantics) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (17 篇)

#	题目	一句话要点	标签	🔗	⭐
1	TwoStep: Multi-agent Task Planning using Classical Planners and Large Language Models	提出TwoStep以解决多智能体任务规划问题	large language model	✅
2	Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art	提出幻觉检测方法以提升决策模型的可靠性	foundation model
3	Can social media provide early warning of retraction? Evidence from critical tweets identified by human annotation and large language models	利用社交媒体与大语言模型检测研究撤回的早期信号	large language model
4	Concurrent Linguistic Error Detection (CLED): a New Methodology for Error Detection in Large Language Models	提出CLED以解决大语言模型中的错误检测问题	large language model
5	ChatDBG: Augmenting Debugging with Large Language Models	提出ChatDBG以增强调试过程中的用户体验和效率	large language model
6	Output Format Biases in the Evaluation of Large Language Models for Code Translation	提出输出格式偏差的解决方案以改进代码翻译评估	large language model
7	Generation of Asset Administration Shell with Large Language Model Agents: Toward Semantic Interoperability in Digital Twins in the Context of Industry 4.0	提出基于大语言模型的资产管理外壳生成方法以实现数字双胞胎的语义互操作性	large language model	✅
8	Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation	提出Re2LLM以解决会话推荐中的知识提取与推理问题	large language model
9	SeSaMe: A Framework to Simulate Self-Reported Ground Truth for Mental Health Sensing Studies	提出SeSaMe框架以解决心理健康研究中的自我报告负担问题	large language model
10	RepairAgent: An Autonomous, LLM-Based Agent for Program Repair	提出RepairAgent以解决自动化程序修复问题	large language model
11	GOLF: Goal-Oriented Long-term liFe tasks supported by human-AI collaboration	提出GOLF框架以支持长期生活任务的目标导向人机协作	large language model
12	SIP: Autotuning GPU Native Schedules via Stochastic Instruction Perturbation	提出SIP方法以优化GPU原生指令调度	large language model
13	Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making	提出人机协商框架以解决AI辅助决策中的思维不足问题	large language model
14	All Artificial, Less Intelligence: GenAI through the Lens of Formal Verification	通过形式验证识别硬件设计中的常见弱点	large language model
15	Investigation of the effectiveness of applying ChatGPT in Dialogic Teaching Using Electroencephalography	探讨ChatGPT在对话教学中的应用效果	large language model
16	Harnessing the power of LLMs for normative reasoning in MASs	利用大型语言模型提升多智能体系统中的规范推理能力	large language model
17	An Experiment with the Use of ChatGPT for LCSH Subject Assignment on Electronic Theses and Dissertations	利用ChatGPT提升电子论文主题标引效率	large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (3 篇)

#	题目	一句话要点	标签	🔗	⭐
18	CLHA: A Simple yet Effective Contrastive Learning Framework for Human Alignment	提出CLHA框架以简化人类对齐中的复杂性问题	reinforcement learning RLHF contrastive learning
19	Deep Reinforcement Learning and Mean-Variance Strategies for Responsible Portfolio Optimization	提出深度强化学习与均值-方差策略以实现负责任的投资组合优化	reinforcement learning deep reinforcement learning
20	Speeding Up Path Planning via Reinforcement Learning in MCTS for Automated Parking	提出基于强化学习的蒙特卡洛树搜索以加速自动停车路径规划	reinforcement learning

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

#	题目	一句话要点	标签	🔗	⭐
21	Towards Trustworthy Automated Driving through Qualitative Scene Understanding and Explanations	提出定性可解释图以解决自动驾驶信任问题	scene understanding

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