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[顶会论文]IROS2020机器人学习相关论文汇总

时间:2020-12-21 21:13:45      阅读:141      评论:0      收藏:0      [点我收藏+]

1.Sim2Real Transfer for Reinforcement Learning without Dynamics Randomization

Sim2Real Transfer用于无需动态随机化的强化学习

2.Combining Compliance Control, CAD Based Localization, and a Multi-Modal Gripper for Rapid and Robust Programming of Assembly Tasks

结合了顺应性控制,基于CAD的本地化和多模式抓取器,可对装配任务进行快速而鲁棒的编程

3.Model-Free, Vision-Based Object Identification and Contact Force Estimation with a Hyper-Adaptive Robotic Gripper

基于超自适应机器人抓手的无模型,基于视觉的对象识别和接触力估计

4.KOVIS: Keypoint-Based Visual Servoing with Zero-Shot Sim-To-Real Transfer for Robotics Manipulation

KOVIS:基于关键点的视觉伺服系统,采用零射模拟到真实的转移进行机器人操纵

5.Assisted Mobile Robot Teleoperation with Intent-Aligned Trajectories Via Biased Incremental Action Sampling

 通过偏移增量动作采样实现意图对准轨迹的辅助移动机器人遥操作

6.Variable In-Hand Manipulations for Tactile-Driven Robot Hand Via CNN-LSTM

通过CNN-LSTM进行触觉驱动的机器人手的可变手操作

7.Learning and Sequencing of Object-Centric Manipulation Skills for Industrial Tasks

用于工业任务的以对象为中心的操作技能的学习和排序

8.Sample-Efficient Learning for Industrial Assembly Using Qgraph-Bounded DDPG

 使用Qgraph绑定DDPG进行工业装配的高效样本学习

9.A Learning-based Robotic Bin-picking with Flexibly Customizable Grasping Conditions

具有灵活自定义抓取条件的基于学习的机器人装箱

10.Virtual Reality for Robots

机器人的虚拟现实

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[顶会论文]IROS2020机器人学习相关论文汇总

原文:https://www.cnblogs.com/feifanrensheng/p/14169578.html

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