cs.RO(2024-11-08)

📊 共 8 篇论文

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支柱一:机器人控制 (Robot Control) (6) 支柱二:RL算法与架构 (RL & Architecture) (2)

🔬 支柱一:机器人控制 (Robot Control) (6 篇)

#题目一句话要点标签🔗
1 Development of a Human-Robot Interaction Platform for Dual-Arm Robots Based on ROS and Multimodal Artificial Intelligence 提出基于ROS和多模态AI的双臂机器人人机交互平台,用于工业和服务任务 dual-arm multimodal
2 Learning-based Nonlinear Model Predictive Control of Articulated Soft Robots using Recurrent Neural Networks 提出基于RNN的非线性模型预测控制方法,用于解决软体机器人的轨迹跟踪问题。 model predictive control
3 Sinkage Study in Granular Material for Space Exploration Legged Robot Gripper 针对空间探测腿式机器人,研究颗粒材料上的软体抓手沉陷问题 legged robot
4 Soft Gripping System for Space Exploration Legged Robots 针对空间探索腿式机器人,提出一种基于软抓取和微刺的可靠抓取系统 legged robot
5 Enhancing Robustness in Language-Driven Robotics: A Modular Approach to Failure Reduction 提出一种模块化架构,提升语言驱动机器人任务规划的鲁棒性 manipulation large language model
6 A Retrospective on the Robot Air Hockey Challenge: Benchmarking Robust, Reliable, and Safe Learning Techniques for Real-world Robotics 机器人气悬球挑战赛:评估真实机器人鲁棒、可靠和安全学习技术 sim-to-real

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

#题目一句话要点标签🔗
7 Tangled Program Graphs as an alternative to DRL-based control algorithms for UAVs 提出基于缠结程序图(TPG)的无人机控制方法,替代计算成本高、可解释性差的DRL方法。 reinforcement learning deep reinforcement learning DRL
8 Safe Reinforcement Learning of Robot Trajectories in the Presence of Moving Obstacles 提出一种安全强化学习方法,用于移动障碍物环境下的机器人轨迹生成 reinforcement learning

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