cs.RO（2024-10-07）

📊 共 19 篇论文 | 🔗 3 篇有代码

🎯 兴趣领域导航

支柱一：机器人控制 (Robot Control) (12 🔗2) 支柱三：空间感知与语义 (Perception & Semantics) (2) 支柱八：物理动画 (Physics-based Animation) (2) 支柱二：RL算法与架构 (RL & Architecture) (1) 支柱七：动作重定向 (Motion Retargeting) (1 🔗1) 支柱六：视频提取与匹配 (Video Extraction) (1)

🔬 支柱一：机器人控制 (Robot Control) (12 篇)

#题目一句话要点标签🔗⭐
1 PhotoReg: Photometrically Registering 3D Gaussian Splatting Models PhotoReg：利用三维基础模型实现三维高斯模型的配准 quadruped 3D gaussian splatting 3DGS
2 LADEV: A Language-Driven Testing and Evaluation Platform for Vision-Language-Action Models in Robotic Manipulation 提出LADEV：一种语言驱动的机器人操作VLA模型测试评估平台 manipulation vision-language-action VLA
3 Anticipating Human Behavior for Safe Navigation and Efficient Collaborative Manipulation with Mobile Service Robots 提出结合边缘传感器网络的移动机器人人机协作行为预测方法 manipulation mobile manipulation human motion
4 GARField: Addressing the visual Sim-to-Real gap in garment manipulation with mesh-attached radiance fields 提出GARField，利用网格附加辐射场解决服装操作中的视觉Sim-to-Real差距 manipulation sim-to-real ✅
5 Goal-Conditioned Terminal Value Estimation for Real-time and Multi-task Model Predictive Control 提出目标条件终端价值学习MPC框架，实现实时多任务控制。 bipedal biped MPC
6 Proprioceptive State Estimation for Quadruped Robots using Invariant Kalman Filtering and Scale-Variant Robust Cost Functions 提出基于不变卡尔曼滤波和鲁棒代价函数的四足机器人本体状态估计方法 quadruped legged robot locomotion
7 Unsupervised Skill Discovery for Robotic Manipulation through Automatic Task Generation 提出一种基于自动任务生成的机器人操作无监督技能发现方法 manipulation reinforcement learning
8 Domains as Objectives: Domain-Uncertainty-Aware Policy Optimization through Explicit Multi-Domain Convex Coverage Set Learning 提出基于凸覆盖集学习的多目标强化学习方法，优化领域不确定性下的策略。 sim-to-real domain randomization reinforcement learning
9 MultiNash-PF: A Particle Filtering Approach for Computing Multiple Local Generalized Nash Equilibria in Trajectory Games 提出MultiNash-PF算法，用于求解轨迹博弈中多个局部广义纳什均衡，提升人机交互效率。 trajectory optimization multimodal
10 A Universal Formulation for Path-Parametric Planning and Control 提出一种通用路径参数化规划与控制框架，统一现有路径参数化技术。 model predictive control reinforcement learning
11 HE-Nav: A High-Performance and Efficient Navigation System for Aerial-Ground Robots in Cluttered Environments HE-Nav：面向复杂环境无人机-地面机器人高效导航系统 trajectory optimization ✅
12 Cloud-Based Scheduling Mechanism for Scalable and Resource-Efficient Centralized Controllers 提出基于Kubernetes的云调度机制，解决多智能体系统集中式控制器的扩展性问题。 model predictive control

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

#题目一句话要点标签🔗⭐
13 Next Best Sense: Guiding Vision and Touch with FisherRF for 3D Gaussian Splatting 提出基于FisherRF的视角与触觉引导方法，提升3D高斯溅射在机器人操作中的性能。 3D gaussian splatting 3DGS gaussian splatting
14 SharpSLAM: 3D Object-Oriented Visual SLAM with Deblurring for Agile Drones SharpSLAM：面向敏捷无人机的去模糊3D对象SLAM，提升重建与分割质量 visual SLAM

🔬 支柱八：物理动画 (Physics-based Animation) (2 篇)

#题目一句话要点标签🔗⭐
15 Real-Time Truly-Coupled Lidar-Inertial Motion Correction and Spatiotemporal Dynamic Object Detection 提出一种实时真耦合的激光雷达-惯性运动校正与时空动态物体检测方法 spatiotemporal
16 Tactile Displays Driven by Projected Light 提出基于光驱动的高分辨率触觉显示器，实现动态触觉图案的高保真 воспроизведение spatiotemporal

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

#题目一句话要点标签🔗⭐
17 Reinforcement Learning Control for Autonomous Hydraulic Material Handling Machines with Underactuated Tools 提出基于强化学习的液压物料搬运机械臂控制方法，解决欠驱动工具的精确控制问题 reinforcement learning

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

#题目一句话要点标签🔗⭐
18 2Fast-2Lamaa: Large-Scale Lidar-Inertial Localization and Mapping with Continuous Distance Fields 2Fast-2Lamaa：基于连续距离场的大规模激光雷达惯性里程计与建图 geometric consistency ✅

🔬 支柱六：视频提取与匹配 (Video Extraction) (1 篇)

#题目一句话要点标签🔗⭐
19 Enhanced Multi-Robot SLAM System with Cross-Validation Matching and Exponential Threshold Keyframe Selection 提出基于交叉验证匹配和指数阈值关键帧选择的增强型多机器人SLAM系统 feature matching

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