cs.RO(2024-07-05)

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支柱一:机器人控制 (Robot Control) (6 🔗1) 支柱二:RL算法与架构 (RL & Architecture) (1)

🔬 支柱一:机器人控制 (Robot Control) (6 篇)

#题目一句话要点标签🔗
1 PA-LOCO: Learning Perturbation-Adaptive Locomotion for Quadruped Robots 提出PA-LOCO框架,增强四足机器人应对扰动地形的鲁棒运动控制 quadruped locomotion Unitree
2 DaDu-Corki: Algorithm-Architecture Co-Design for Embodied AI-powered Robotic Manipulation 提出Corki框架以解决机器人操控中的延迟和能耗问题 manipulation embodied AI large language model
3 RAM: Retrieval-Based Affordance Transfer for Generalizable Zero-Shot Robotic Manipulation 提出基于检索的灵巧性迁移框架RAM,实现通用零样本机器人操作 manipulation affordance human-object interaction
4 MetaLoco: Universal Quadrupedal Locomotion with Meta-Reinforcement Learning and Motion Imitation MetaLoco:基于元强化学习和运动模仿的通用四足机器人运动控制 quadruped locomotion reinforcement learning
5 EAGERx: Graph-Based Framework for Sim2real Robot Learning EAGERx:用于Sim2Real机器人学习的图结构框架 sim2real domain randomization
6 Safe MPC Alignment with Human Directional Feedback 提出基于人类方向反馈的安全MPC对齐方法,解决机器人安全约束学习难题 MPC model predictive control

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

#题目一句话要点标签🔗
7 Gradient-based Regularization for Action Smoothness in Robotic Control with Reinforcement Learning 提出基于梯度的正则化方法Grad-CAPS,提升强化学习机器人控制的动作平滑性。 reinforcement learning deep reinforcement learning DRL

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