cs.RO（2024-12-03）

📊 共 14 篇论文 | 🔗 2 篇有代码

🎯 兴趣领域导航

支柱一：机器人控制 (Robot Control) (6) 支柱三：空间感知与语义 (Perception & Semantics) (5 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (3 🔗1)

🔬 支柱一：机器人控制 (Robot Control) (6 篇)

#题目一句话要点标签🔗⭐
1 Planning-Guided Diffusion Policy Learning for Generalizable Contact-Rich Bimanual Manipulation GLIDE：规划引导的扩散策略学习，用于通用接触式双手操作 manipulation bi-manual bimanual manipulation
2 From Mystery to Mastery: Failure Diagnosis for Improving Manipulation Policies 提出RoboMD框架，自动诊断机器人操作策略在未知环境下的失败模式 manipulation reinforcement learning deep reinforcement learning
3 Leveraging Tactile Sensing to Render both Haptic Feedback and Virtual Reality 3D Object Reconstruction in Robotic Telemanipulation 利用触觉传感实现遥操作中力反馈与虚拟现实3D物体重建 manipulation teleoperation
4 Novel Magnetic Actuation Strategies for Precise Ferrofluid Marble Manipulation in Magnetic Digital Microfluidics: Position Control and Applications 提出基于亥姆霍兹线圈与永磁体的磁驱动方法，实现铁磁流体液滴的精确操控 manipulation
5 Haptic Stiffness Perception Using Hand Exoskeletons in Tactile Robotic Telemanipulation 提出基于触觉反馈的手部外骨骼遥操作方案，提升远程操作中物体刚度感知能力 manipulation
6 Bridging Hard and Soft: Mechanical Metamaterials Enable Rigid Torque Transmission in Soft Robots 利用机械超材料，软体机器人实现刚性扭矩传递 manipulation

🔬 支柱三：空间感知与语义 (Perception & Semantics) (5 篇)

#题目一句话要点标签🔗⭐
7 SparseGrasp: Robotic Grasping via 3D Semantic Gaussian Splatting from Sparse Multi-View RGB Images SparseGrasp：基于稀疏多视角RGB图像和3D语义高斯溅射的机器人抓取 3D gaussian splatting 3DGS gaussian splatting
8 Multi-robot autonomous 3D reconstruction using Gaussian splatting with Semantic guidance 提出基于高斯点云的多机器人自主3D重建框架以解决大规模场景重建问题 3D gaussian splatting 3DGS gaussian splatting
9 ROVER: A Multi-Season Dataset for Visual SLAM ROVER：一个用于视觉SLAM的多季节数据集，旨在提升自然环境下的鲁棒性。 visual SLAM ✅
10 BYE: Build Your Encoder with One Sequence of Exploration Data for Long-Term Dynamic Scene Understanding BYE：利用单序列探索数据构建编码器，用于长期动态场景理解 scene understanding
11 LLM-Enhanced Path Planning: Safe and Efficient Autonomous Navigation with Instructional Inputs 提出LLM增强的路径规划框架，实现指令引导下安全高效的自主导航 occupancy grid large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (3 篇)

#题目一句话要点标签🔗⭐
12 Optimizing Plastic Waste Collection in Water Bodies Using Heterogeneous Autonomous Surface Vehicles with Deep Reinforcement Learning 提出基于深度强化学习的异构自主水面船队协作方案，优化水域塑料垃圾清理。 reinforcement learning deep reinforcement learning
13 UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping UniGraspTransformer：简化策略蒸馏，实现可扩展的灵巧机械臂抓取 reinforcement learning distillation ✅
14 Self-Supervised Learning-Based Path Planning and Obstacle Avoidance Using PPO and B-Splines in Unknown Environments SmartBSP：提出一种基于自监督学习的PPO和B样条路径规划与避障方法，用于未知环境。 PPO

⬅️ 返回 cs.RO 首页 · 🏠 返回主页