cs.RO(2025-07-16)

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支柱一:机器人控制 (Robot Control) (6 🔗1) 支柱九:具身大模型 (Embodied Foundation Models) (2)

🔬 支柱一:机器人控制 (Robot Control) (6 篇)

#题目一句话要点标签🔗
1 EgoVLA: Learning Vision-Language-Action Models from Egocentric Human Videos EgoVLA:利用第一视角人类视频学习视觉-语言-动作模型,提升机器人操作能力 humanoid manipulation bi-manual
2 Regrasp Maps for Sequential Manipulation Planning 提出基于重抓取地图的序列化操作规划方法,解决约束和杂乱环境下的操作问题。 manipulation motion planning task and motion planning
3 The Developments and Challenges towards Dexterous and Embodied Robotic Manipulation: A Survey 综述:具身灵巧操作的进展与挑战,聚焦数据收集与技能学习框架。 manipulation dexterous hand dexterous manipulation
4 VLMgineer: Vision Language Models as Robotic Toolsmiths VLMgineer:利用视觉语言模型作为机器人工具设计者,实现自动化工具发明。 manipulation foundation model
5 Heterogeneous Predictor-based Risk-Aware Planning with Conformal Prediction in Dense, Uncertain Environments 提出基于异构预测器和风险感知的规划框架H-PRAP,解决密集不确定环境下的实时规划问题。 MPC model predictive control
6 A Fast Method for Planning All Optimal Homotopic Configurations for Tethered Robots and Its Extended Applications 提出CDT-TCS算法以解决绳索机器人路径规划问题 motion planning

🔬 支柱九:具身大模型 (Embodied Foundation Models) (2 篇)

#题目一句话要点标签🔗
7 Assessing the Value of Visual Input: A Benchmark of Multimodal Large Language Models for Robotic Path Planning 评估视觉输入价值:多模态大语言模型在机器人路径规划中的基准测试 large language model multimodal
8 Next-Gen Museum Guides: Autonomous Navigation and Visitor Interaction with an Agentic Robot Alter-Ego:基于Agentic机器人的博物馆自主导航与访客互动 large language model

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