cs.RO(2026-02-05)

📊 共 16 篇论文 | 🔗 2 篇有代码

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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) 支柱七:动作重定向 (Motion Retargeting) (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 Scalable and General Whole-Body Control for Cross-Humanoid Locomotion 提出XHugWBC框架,实现通用人形机器人全身控制的跨形态泛化 humanoid humanoid robot humanoid control
2 A Hybrid Autoencoder for Robust Heightmap Generation from Fused Lidar and Depth Data for Humanoid Robot Locomotion 提出一种混合自编码器,用于从融合的激光雷达和深度数据中稳健生成高度图,应用于人形机器人运动。 humanoid humanoid robot locomotion
3 DECO: Decoupled Multimodal Diffusion Transformer for Bimanual Dexterous Manipulation with a Plugin Tactile Adapter 提出DECO:解耦多模态扩散Transformer,用于灵巧双臂操作,并集成触觉适配器 manipulation dexterous manipulation bi-manual
4 TOLEBI: Learning Fault-Tolerant Bipedal Locomotion via Online Status Estimation and Fallibility Rewards TOLEBI:通过在线状态估计和容错奖励学习具有容错能力的两足行走 humanoid humanoid robot bipedal
5 MobileManiBench: Simplifying Model Verification for Mobile Manipulation MobileManiBench:简化移动操作机器人模型验证的大规模基准测试 manipulation mobile manipulation dexterous hand
6 Learning Soccer Skills for Humanoid Robots: A Progressive Perception-Action Framework 提出PAiD框架,解决人型机器人足球技能学习中感知-动作集成难题 humanoid humanoid robot sim-to-real
7 Benchmarking Affordance Generalization with BusyBox 提出BusyBox基准,用于评估VLA模型在操作新物体时的泛化能力 bi-manual affordance vision-language-action
8 RoboPaint: From Human Demonstration to Any Robot and Any View RoboPaint:通过人类演示,为任意机器人和视角生成可执行的训练数据。 manipulation dexterous manipulation teleoperation
9 HiCrowd: Hierarchical Crowd Flow Alignment for Dense Human Environments HiCrowd:面向密集人群环境的分层人群流对齐机器人导航方法 MPC model predictive control reinforcement learning
10 TaSA: Two-Phased Deep Predictive Learning of Tactile Sensory Attenuation for Improving In-Grasp Manipulation TaSA:用于提升抓取操作的触觉感觉衰减双阶段深度预测学习 manipulation dexterous manipulation in-hand manipulation
11 Residual Reinforcement Learning for Waste-Container Lifting Using Large-Scale Cranes with Underactuated Tools 提出残差强化学习方法,提升欠驱动起重机废弃物抓取的精度和鲁棒性。 domain randomization reinforcement learning PPO
12 Visuo-Tactile World Models 提出Visuo-Tactile World Models,解决接触密集型任务中视觉信息不足的问题。 manipulation world model

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

#题目一句话要点标签🔗
13 Affordance-Aware Interactive Decision-Making and Execution for Ambiguous Instructions 提出AIDE框架,解决机器人交互式理解模糊指令并执行任务的问题 affordance affordance-aware
14 Task-Oriented Robot-Human Handovers on Legged Manipulators AFT-Handover:基于LLM和纹理迁移的腿式机器人零样本任务导向物体递送 affordance large language model

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

#题目一句话要点标签🔗
15 VLN-Pilot: Large Vision-Language Model as an Autonomous Indoor Drone Operator 提出VLN-Pilot,利用大视觉语言模型实现室内无人机自主导航。 spatial relationship VLN multimodal

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

#题目一句话要点标签🔗
16 From Vision to Decision: Neuromorphic Control for Autonomous Navigation and Tracking 提出神经形态控制框架,解决自主导航和跟踪中的决策难题 egocentric

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