cs.RO(2024-04-22)

📊 共 12 篇论文 | 🔗 3 篇有代码

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支柱一:机器人控制 (Robot Control) (7) 支柱二:RL算法与架构 (RL & Architecture) (5 🔗3)

🔬 支柱一:机器人控制 (Robot Control) (7 篇)

#题目一句话要点标签🔗
1 Integrating Disambiguation and User Preferences into Large Language Models for Robot Motion Planning 提出基于大语言模型的机器人运动规划框架以解决指令歧义问题 motion planning large language model
2 Learning H-Infinity Locomotion Control 提出基于H-无穷控制的四足机器人稳态运动控制方法 quadruped locomotion locomotion policy
3 Autonomous Forest Inventory with Legged Robots: System Design and Field Deployment 提出腿式机器人自主森林清查系统以解决传统方法不足问题 legged robot ANYmal
4 A Method of Joint Angle Estimation Using Only Relative Changes in Muscle Lengths for Tendon-driven Humanoids with Complex Musculoskeletal Structures 提出基于肌肉长度相对变化的关节角度估计方法以解决复杂肌肉骨骼结构问题 humanoid
5 Closing the Perception-Action Loop for Semantically Safe Navigation in Semi-Static Environments 提出闭环感知-行动管道以解决半静态环境中的安全导航问题 MPC model predictive control
6 Immersive Rover Control and Obstacle Detection based on Extended Reality and Artificial Intelligence 提出基于扩展现实与人工智能的月球探测车控制与障碍物检测系统 teleoperation
7 TWIMP: Two-Wheel Inverted Musculoskeletal Pendulum as a Learning Control Platform in the Real World with Environmental Physical Contact 提出TWIMP以解决机器人学习控制中的环境接触问题 humanoid

🔬 支柱二:RL算法与架构 (RL & Architecture) (5 篇)

#题目一句话要点标签🔗
8 Towards Multi-Morphology Controllers with Diversity and Knowledge Distillation 提出多形态控制器以解决机器人多样性控制问题 distillation foundation model
9 Research on Robot Path Planning Based on Reinforcement Learning 基于强化学习的机器人路径规划研究 reinforcement learning visual SLAM
10 PLUTO: Pushing the Limit of Imitation Learning-based Planning for Autonomous Driving 提出PLUTO框架以提升自主驾驶模仿学习规划能力 imitation learning contrastive learning
11 LLM-Personalize: Aligning LLM Planners with Human Preferences via Reinforced Self-Training for Housekeeping Robots 提出LLM-Personalize以解决家务机器人个性化问题 imitation learning large language model
12 Hierarchical place recognition with omnidirectional images and curriculum learning-based loss functions 提出基于课程学习的三元组损失函数以解决视觉位置识别问题 curriculum learning

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