cs.RO(2026-02-07)

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支柱一:机器人控制 (Robot Control) (8 🔗1) 支柱九:具身大模型 (Embodied Foundation Models) (1) 支柱二:RL算法与架构 (RL & Architecture) (1 🔗1)

🔬 支柱一:机器人控制 (Robot Control) (8 篇)

#题目一句话要点标签🔗
1 TextOp: Real-time Interactive Text-Driven Humanoid Robot Motion Generation and Control TextOp:实时交互式文本驱动的人形机器人运动生成与控制框架 humanoid humanoid robot humanoid control
2 Bridging Speech, Emotion, and Motion: a VLM-based Multimodal Edge-deployable Framework for Humanoid Robots 提出SeM²框架,利用VLM驱动人形机器人实现情感丰富的多模态交互,并支持边缘部署。 humanoid humanoid robot multimodal
3 VividFace: Real-Time and Realistic Facial Expression Shadowing for Humanoid Robots VividFace:面向人型机器人的实时逼真面部表情模仿系统 humanoid humanoid robot human-to-humanoid
4 Differentiate-and-Inject: Enhancing VLAs via Functional Differentiation Induced by In-Parameter Structural Reasoning 提出iSTAR框架,通过参数空间结构推理增强视觉-语言-动作模型的任务级理解能力。 manipulation vision-language-action VLA
5 UEREBot: Learning Safe Quadrupedal Locomotion under Unstructured Environments and High-Speed Dynamic Obstacles UEREBot:学习非结构化环境和高速动态障碍下的四足机器人安全运动 quadruped locomotion Unitree
6 Trace-Focused Diffusion Policy for Multi-Modal Action Disambiguation in Long-Horizon Robotic Manipulation 提出Trace-Focused Diffusion Policy,解决长时程机器人操作中的多模态动作歧义问题。 manipulation diffusion policy
7 Going with the Flow: Koopman Behavioral Models as Implicit Planners for Visuo-Motor Dexterity 提出基于Koopman行为模型的统一行为模型(UBM),用于灵巧操作中的隐式规划。 manipulation dexterous manipulation
8 Why Look at It at All?: Vision-Free Multifingered Blind Grasping Using Uniaxial Fingertip Force Sensing 提出一种仅依赖单轴指尖力感知的无视觉多指盲抓取方法 manipulation teacher-student

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

#题目一句话要点标签🔗
9 LCLA: Language-Conditioned Latent Alignment for Vision-Language Navigation 提出LCLA框架以解决视觉语言导航中的感知与控制问题 language conditioned

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

#题目一句话要点标签🔗
10 Action-to-Action Flow Matching 提出Action-to-Action Flow Matching,加速扩散模型在机器人动作生成中的应用。 flow matching

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