cs.AI(2024-02-25)

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支柱九:具身大模型 (Embodied Foundation Models) (9 🔗1) 支柱二:RL算法与架构 (RL & Architecture) (1)

🔬 支柱九:具身大模型 (Embodied Foundation Models) (9 篇)

#题目一句话要点标签🔗
1 Rethinking Software Engineering in the Foundation Model Era: A Curated Catalogue of Challenges in the Development of Trustworthy FMware 提出FMArts以解决FMware开发中的信任性挑战 large language model foundation model
2 Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step 提出大型语言模型调试器以解决程序调试效率低下问题 large language model
3 Bootstrapping Cognitive Agents with a Large Language Model 提出认知代理与大语言模型结合的方法以提升任务效率 large language model
4 ChatMusician: Understanding and Generating Music Intrinsically with LLM 提出ChatMusician以解决音乐生成与理解的挑战 large language model
5 DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers 提出DrAttack以解决大型语言模型的监狱突破问题 large language model
6 NeSy is alive and well: A LLM-driven symbolic approach for better code comment data generation and classification 提出神经符号工作流以改善代码注释数据生成与分类 large language model
7 Budget-Constrained Tool Learning with Planning 提出预算约束工具学习方法以解决用户查询问题 large language model
8 Cognitive Bias in Decision-Making with LLMs 提出BiasBuster框架以解决LLMs中的认知偏见问题 large language model
9 Sustainable Supercomputing for AI: GPU Power Capping at HPC Scale 提出GPU功率限制以解决AI可持续计算问题 large language model

🔬 支柱二:RL算法与架构 (RL & Architecture) (1 篇)

#题目一句话要点标签🔗
10 Reinforcement Learning Jazz Improvisation: When Music Meets Game Theory 提出基于强化学习的爵士即兴演奏模型以探索音乐与博弈论的结合 reinforcement learning

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