cs.AI(2025-06-10)

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支柱二:RL算法与架构 (RL & Architecture) (3 🔗1) 支柱九:具身大模型 (Embodied Foundation Models) (1) 支柱七:动作重定向 (Motion Retargeting) (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) (3 篇)

#题目一句话要点标签🔗
1 VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning 提出VIKI-R以解决多智能体合作中的视觉推理问题 reinforcement learning embodied AI large language model
2 Robot-Gated Interactive Imitation Learning with Adaptive Intervention Mechanism 提出自适应干预机制以降低人类监督负担 imitation learning
3 Modular Recurrence in Contextual MDPs for Universal Morphology Control 提出模块化递归架构以解决多机器人控制的泛化问题 reinforcement learning deep reinforcement learning

🔬 支柱九:具身大模型 (Embodied Foundation Models) (1 篇)

#题目一句话要点标签🔗
4 Hybrid Reasoning for Perception, Explanation, and Autonomous Action in Manufacturing 提出CIPHER以解决工业控制中的推理与适应性问题 vision-language-action VLA foundation model

🔬 支柱七:动作重定向 (Motion Retargeting) (1 篇)

#题目一句话要点标签🔗
5 Teaching Physical Awareness to LLMs through Sounds 提出ACORN框架以解决LLMs缺乏物理意识的问题 spatial relationship large language model multimodal

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

#题目一句话要点标签🔗
6 Measuring Data Science Automation: A Survey of Evaluation Tools for AI Assistants and Agents 调查评估工具以提升数据科学自动化的有效性 affordance large language model

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