Hybrid Robotic Grasping With a Soft Multimodal Gripper and a Deep Multistage Learning Scheme

Author:

Liu Fukang1ORCID,Sun Fuchun2ORCID,Fang Bin2ORCID,Li Xiang3ORCID,Sun Songyu4,Liu Huaping2ORCID

Affiliation:

1. Carnegie Mellon University, Pittsburgh, PA, USA

2. Department of Computer Science and Technology, Tsinghua University, Beijing, China

3. Department of Automation, Tsinghua University, Beijing, China

4. University of California, Los Angeles, CA, USA

Funder

Major Project of the New Generation of Artificial Intelligence of China

National Natural Science Foundation of China

Tsinghua University

Department of Computer Science and Technology

China Joint Research Center for Industrial Intelligence and Internet of Things

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Control and Systems Engineering

Reference68 articles.

1. Learning ambidextrous robot grasping policies

2. Acceleration of actor-critic deep reinforcement learning for visual grasping in clutter by state representation learning based on disentanglement of a raw input image;kim;Proc IEEE/RSJ Int Conf Intell Robots Syst,0

3. Generative Attention Learning: a “GenerAL” framework for high-performance multi-fingered grasping in clutter

4. Asymmetric Actor Critic for Image-Based Robot Learning

5. Cloud-based robot grasping with the google object recognition engine

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