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Publication search results
found 169 matches
- 2023
- Guoyu Zuo
, Jiayuan Tong, Zihao Wang, Daoxiong Gong:
A Graph-Based Deep Reinforcement Learning Approach to Grasping Fully Occluded Objects. Cogn. Comput. 15(1): 36-49 (2023) - Mingshuai Dong, Yuxuan Bai, Shimin Wei, Xiuli Yu:
Real-World Semantic Grasp Detection Using Ontology Features: Learning to Concentrate on Object Features. Neural Process. Lett. 55(6): 8419-8439 (2023) - Jungwook Mun, Khang Truong Giang, Yunghee Lee, Nayoung Oh, Sejoon Huh, Min Kim, Sungho Jo:
HybGrasp: A Hybrid Learning-to-Adapt Architecture for Efficient Robot Grasping. IEEE Robotics Autom. Lett. 8(12): 8390-8397 (2023) - Jingyu Chen
, Ruidong Ma
, John Oyekan
:
A deep multi-agent reinforcement learning framework for autonomous aerial navigation to grasping points on loads. Robotics Auton. Syst. 167: 104489 (2023) - Rhys Newbury
, Morris Gu, Lachlan Chumbley, Arsalan Mousavian
, Clemens Eppner
, Jürgen Leitner
, Jeannette Bohg
, Antonio Morales
, Tamim Asfour
, Danica Kragic
, Dieter Fox, Akansel Cosgun
:
Deep Learning Approaches to Grasp Synthesis: A Review. IEEE Trans. Robotics 39(5): 3994-4015 (2023) - Peeranut Pongpakatien, Arnan Sipitakiat:
An Iterative Learning Approach for Novice Engineering Students to Grasp Important Concepts in Autonomous Systems. TENCON 2023: 1-6 - Lei Zhang, Kaixin Bai, Zhaopeng Chen, Yunlei Shi, Jianwei Zhang:
Towards Precise Model-free Robotic Grasping with Sim-to-Real Transfer Learning. CoRR abs/2301.12249 (2023) - Wei Chen, Dongmyoung Lee, Digby Chappell, Nicolás Rojas:
Learning to Grasp Clothing Structural Regions for Garment Manipulation Tasks. CoRR abs/2306.14553 (2023) - François Hélénon, Johann Huber, Faïz Ben Amar, Stéphane Doncieux:
Learning to Grasp: from Somewhere to Anywhere. CoRR abs/2310.04349 (2023) - Koki Yamane, Sho Sakaino, Toshiaki Tsuji:
Soft and Rigid Object Grasping With Cross-Structure Hand Using Bilateral Control-Based Imitation Learning. CoRR abs/2311.09555 (2023) - 2022
- Giuseppe Averta
, Federica Barontini
, Irene Valdambrini, Paolo Cheli, Davide Bacciu
, Matteo Bianchi
:
Learning to Prevent Grasp Failure with Soft Hands: From Online Prediction to Dual-Arm Grasp Recovery. Adv. Intell. Syst. 4(3) (2022) - Ping Jiang, Junji Oaki, Yoshiyuki Ishihara, Jun'ichiro Ooga, Haifeng Han, Atsushi Sugahara, Seiji Tokura, Haruna Eto, Kazuma Komoda, Akihito Ogawa:
Learning Suction Graspability Considering Grasp Quality and Robot Reachability for Bin-Picking. Frontiers Neurorobotics 16: 806898 (2022) - Charles Abreu Santana, Sandro C. Izidoro
, Raquel Cardoso de Melo Minardi, Jonathan D. Tyzack, António J. M. Ribeiro
, Douglas E. V. Pires
, Janet M. Thornton
, Sabrina de Azevedo Silveira
:
GRaSP-web: a machine learning strategy to predict binding sites based on residue neighborhood graphs. Nucleic Acids Res. 50(W1): 392-397 (2022) - Antonio Alliegro
, Martin Rudorfer
, Fabio Frattin, Ales Leonardis
, Tatiana Tommasi
:
End-to-End Learning to Grasp via Sampling From Object Point Clouds. IEEE Robotics Autom. Lett. 7(4): 9865-9872 (2022) - Kelin Li
, Nicholas Baron
, Xian Zhang, Nicolás Rojas
:
EfficientGrasp: A Unified Data-Efficient Learning to Grasp Method for Multi-Fingered Robot Hands. IEEE Robotics Autom. Lett. 7(4): 8619-8626 (2022) - Gang Yan
, Alexander Schmitz
, Satoshi Funabashi
, Sophon Somlor
, Tito Pradhono Tomo
, Shigeki Sugano
:
A Robotic Grasping State Perception Framework With Multi-Phase Tactile Information and Ensemble Learning. IEEE Robotics Autom. Lett. 7(3): 6822-6829 (2022) - Yongkui Liu, He Xu, Ding Liu, Lihui Wang
:
A digital twin-based sim-to-real transfer for deep reinforcement learning-enabled industrial robot grasping. Robotics Comput. Integr. Manuf. 78: 102365 (2022) - Mehmet Baygin
, Prabal Datta Barua
, Sengül Dogan
, Türker Tuncer
, Sefa Key
, U. Rajendra Acharya
, Kang Hao Cheong
:
A Hand-Modeled Feature Extraction-Based Learning Network to Detect Grasps Using sEMG Signal. Sensors 22(5): 2007 (2022) - Yuanhao Li
, Panfeng Huang
, Zhiqiang Ma
, Lu Chen
:
A Context-Free Method for Robust Grasp Detection: Learning to Overcome Contextual Bias. IEEE Trans. Ind. Electron. 69(12): 13121-13130 (2022) - Pengwen Xiong
, Xiaobao Tong
, Aiguo Song
, Peter X. Liu
:
Robotic Multifinger Grasping State Recognition Based on Adaptive Multikernel Dictionary Learning. IEEE Trans. Instrum. Meas. 71: 1-14 (2022) - Amir Mehman Sefat, Alexandre Angleraud
, Esa Rahtu
, Roel Pieters
:
SingleDemoGrasp: Learning to Grasp From a Single Image Demonstration. CASE 2022: 390-396 - Shuai Ma, Taichang Zhou, Fei Nie, Xiaojuan Ma:
Glancee: An Adaptable System for Instructors to Grasp Student Learning Status in Synchronous Online Classes. CHI 2022: 313:1-313:25 - Wenxuan Zhou, David Held:
Learning to Grasp the Ungraspable with Emergent Extrinsic Dexterity. CoRL 2022: 150-160 - Connor Gaede, Matthias Kerzel, Erik Strahl, Stefan Wermter
:
Sim-to-Real Neural Learning with Domain Randomisation for Humanoid Robot Grasping. ICANN (1) 2022: 342-354 - Chilam Cheang, Haitao Lin, Yanwei Fu, Xiangyang Xue:
Learning 6-DoF Object Poses to Grasp Category-Level Objects by Language Instructions. ICRA 2022: 8476-8482 - Zohar Feldman, Hanna Ziesche, Ngo Anh Vien, Dotan Di Castro:
A Hybrid Approach for Learning to Shift and Grasp with Elaborate Motion Primitives. ICRA 2022: 6365-6371 - Albert Wilcox, Justin Kerr, Brijen Thananjeyan, Jeffrey Ichnowski
, Minho Hwang, Samuel Paradis, Danyal Fer, Ken Goldberg:
Learning to Localize, Grasp, and Hand Over Unmodified Surgical Needles. ICRA 2022: 9637-9643 - Chao Zhao
, Zhekai Tong, Juan Rojas, Jungwon Seo:
Learning to Pick by Digging: Data-Driven Dig-Grasping for Bin Picking from Clutter. ICRA 2022: 749-754 - Andrej Orsula
, Simon Bøgh, Miguel A. Olivares-Méndez, Carol Martínez:
Learning to Grasp on the Moon from 3D Octree Observations with Deep Reinforcement Learning. IROS 2022: 4112-4119 - Min-Fan Ricky Lee, Fu-Yao Hsu, Hoang-Phuong Doan, Quang-Duy To, Yavier Kristanto:
Deep Learning based Visual Object Recognition for Manipulator Grasps. MESA 2022: 1-6
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