cs.RO(2024-11-07)

📊 共 18 篇论文 | 🔗 1 篇有代码

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支柱一:机器人控制 (Robot Control) (13) 支柱三:空间感知与语义 (Perception & Semantics) (2) 支柱二:RL算法与架构 (RL & Architecture) (2 🔗1) 支柱九:具身大模型 (Embodied Foundation Models) (1)

🔬 支柱一:机器人控制 (Robot Control) (13 篇)

#题目一句话要点标签🔗
1 DexH2R: Task-oriented Dexterous Manipulation from Human to Robots 提出DexH2R框架,结合人手动作重定向与任务导向残差策略,提升灵巧操作泛化性。 manipulation dexterous hand dexterous manipulation
2 DynaMem: Online Dynamic Spatio-Semantic Memory for Open World Mobile Manipulation DynaMem:用于开放世界移动操作的在线动态时空语义记忆 manipulation mobile manipulation open-vocabulary
3 SuperQ-GRASP: Superquadrics-based Grasp Pose Estimation on Larger Objects for Mobile-Manipulation SuperQ-GRASP:基于超二次曲面的移动操作机器人大尺寸物体抓取姿态估计 manipulation mobile manipulation NeRF
4 AllGaits: Learning All Quadruped Gaits and Transitions 提出AllGaits框架,学习四足机器人所有步态及过渡策略 quadruped locomotion reinforcement learning
5 Online Omnidirectional Jumping Trajectory Planning for Quadrupedal Robots on Uneven Terrains 提出一种四足机器人在线全向跳跃轨迹规划框架,解决复杂地形下的敏捷移动问题。 quadruped humanoid humanoid robot
6 RT-Grasp: Reasoning Tuning Robotic Grasping via Multi-modal Large Language Model RT-Grasp:通过多模态大语言模型进行推理调优的机器人抓取 manipulation large language model
7 DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning DINO-WM:基于预训练视觉特征的世界模型实现零样本规划 manipulation policy learning world model
8 Vision Language Models are In-Context Value Learners 提出Generative Value Learning (GVL),利用视觉语言模型进行上下文价值学习,实现通用任务进度估计。 manipulation bi-manual bimanual manipulation
9 Inclusion in Assistive Haircare Robotics: Practical and Ethical Considerations in Hair Manipulation 探讨辅助理发机器人:关注毛发操作中的伦理与实践问题 manipulation
10 Planning for quasi-static manipulation tasks via an intrinsic haptic metric: a book insertion case study 提出基于内禀触觉度量的准静态操作规划方法,解决拥挤环境下的书籍插入问题 manipulation
11 TacEx: GelSight Tactile Simulation in Isaac Sim -- Combining Soft-Body and Visuotactile Simulators TacEx:在Isaac Sim中结合软体和视觉触觉模拟器,实现GelSight触觉模拟。 manipulation reinforcement learning
12 Conveying Surroundings Information of a Robot End-Effector by Adjusting Controller Button Stiffness 通过调整手柄按键硬度,实现机器人末端执行器周围环境信息的触觉反馈 teleoperation
13 Field Assessment of Force Torque Sensors for Planetary Rover Navigation 评估力矩传感器在行星车导航中的应用,提升地形理解与运动性能。 locomotion

🔬 支柱三:空间感知与语义 (Perception & Semantics) (2 篇)

#题目一句话要点标签🔗
14 MPVO: Motion-Prior based Visual Odometry for PointGoal Navigation 提出基于运动先验的视觉里程计MPVO,提升PointGoal导航的样本效率和鲁棒性。 visual odometry
15 Seeing Through Pixel Motion: Learning Obstacle Avoidance from Optical Flow with One Camera 提出基于单目光流的四旋翼避障端到端系统,提升复杂环境下的飞行敏捷性和鲁棒性。 optical flow

🔬 支柱二:RL算法与架构 (RL & Architecture) (2 篇)

#题目一句话要点标签🔗
16 Stem-OB: Generalizable Visual Imitation Learning with Stem-Like Convergent Observation through Diffusion Inversion Stem-OB:利用扩散反演实现视觉模仿学习的泛化性,解决视觉扰动问题 imitation learning
17 Repairing Neural Networks for Safety in Robotic Systems using Predictive Models 提出基于预测模型的神经网络修复方法,提升机器人系统的安全性 predictive model

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

#题目一句话要点标签🔗
18 MissionGPT: Mission Planner for Mobile Robot based on Robotics Transformer Model MissionGPT:基于机器人Transformer模型的移动机器人任务规划器 large language model

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