cs.RO(2025-07-23)

📊 共 15 篇论文 | 🔗 1 篇有代码

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支柱一:机器人控制 (Robot Control) (11 🔗1) 支柱三:空间感知与语义 (Perception & Semantics) (2) 支柱九:具身大模型 (Embodied Foundation Models) (1) 支柱二:RL算法与架构 (RL & Architecture) (1)

🔬 支柱一:机器人控制 (Robot Control) (11 篇)

#题目一句话要点标签🔗
1 Language-Conditioned Open-Vocabulary Mobile Manipulation with Pretrained Models 提出LOVMM框架,利用预训练模型解决开放词汇移动操作任务 manipulation mobile manipulation open-vocabulary
2 InstructVLA: Vision-Language-Action Instruction Tuning from Understanding to Manipulation InstructVLA:通过视觉-语言-动作指令调优实现从理解到操作的机器人控制 manipulation policy learning vision-language-action
3 VLA-Touch: Enhancing Vision-Language-Action Models with Dual-Level Tactile Feedback 提出VLA-Touch以解决视觉-语言-动作模型缺乏触觉反馈的问题 manipulation vision-language-action VLA
4 Towards Human-level Intelligence via Human-like Whole-Body Manipulation Astribot Suite:类人全身操控机器人学习平台,迈向通用智能 manipulation whole-body manipulation teleoperation
5 Mobile Manipulation with Active Inference for Long-Horizon Rearrangement Tasks 提出一种基于主动推理的分层架构,用于移动机器人长时程重排列任务。 manipulation mobile manipulation
6 PinchBot: Long-Horizon Deformable Manipulation with Guided Diffusion Policy PinchBot:利用引导扩散策略实现长时程可变形物体操作 manipulation diffusion policy
7 A Step-by-step Guide on Nonlinear Model Predictive Control for Safe Mobile Robot Navigation 提出一种非线性模型预测控制方法,用于保障移动机器人在复杂环境中的安全导航。 MPC model predictive control
8 Safety Assurance for Quadrotor Kinodynamic Motion Planning 针对四旋翼飞行器运动规划,提出运行时安全保障方法以满足系统操作约束 motion planning
9 Sampling-Based Global Optimal Control and Estimation via Semidefinite Programming 提出基于半正定规划的采样全局最优控制与估计方法 trajectory optimization
10 An Exploratory Study on Human-Robot Interaction using Semantics-based Situational Awareness 提出基于语义信息的环境评估方法,提升人机协作在灾难响应中的效率。 teleoperation
11 Multi-Objective Trajectory Planning for a Robotic Arm in Curtain Wall Installation 针对幕墙安装机器人臂,提出基于聚焦算子的NSGA-III多目标轨迹优化方法 trajectory optimization

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

#题目一句话要点标签🔗
12 The Wilhelm Tell Dataset of Affordance Demonstrations 提出Wilhelm Tell数据集,用于训练机器人感知环境交互能力 affordance
13 IndoorBEV: Joint Detection and Footprint Completion of Objects via Mask-based Prediction in Indoor Scenarios for Bird's-Eye View Perception IndoorBEV:提出一种基于掩码预测的BEV室内场景物体检测与足迹补全方法 scene understanding

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

#题目一句话要点标签🔗
14 Confidence Calibration in Vision-Language-Action Models 针对视觉-语言-动作模型,提出校准置信度的方法以提升机器人行为的可信度。 vision-language-action VLA foundation model

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

#题目一句话要点标签🔗
15 Prolonging Tool Life: Learning Skillful Use of General-purpose Tools through Lifespan-guided Reinforcement Learning 提出寿命引导的强化学习框架,解决通用工具在不确定任务中的寿命延长问题 reinforcement learning policy learning

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