Research Analyzer
← ICRA 2026

All Papers

2898 papers in this venue.

Clear
2888 result(s) for “Deep Learning in Grasping and Manipulation” Page 2 of 58
Title & Authors Actions
The Folding Hand: Anthropomorphic Robotic Hands with a Compact Reconfigurable Humanoid Palm Design AI summary
Qiujie Lu, Jiehan Zou, Zhongxue Gan
 PDF
DextrAH-RGB: Visuomotor Policies to Grasp Anything with Dexterous Hands AI summary
Ritvik Singh, Arthur Allshire, Ankur Handa, Nathan Ratliff, Karl Van Wyk
 PDF
Design and Optimization of a Tensioner-Driven Compliant Pulley Mechanism for Supermicrosurgical Robot End-Effectors AI summary
Min Chul Kim, Young Min Lee, Yong Seok Ihn
 PDF
ConTact: Contrastive Tactile Alignment for Sim-To-Real Robotic Manipulation AI summary
Yanlin Lai, YINZHAO DONG, Chun Yuan, Cheng Zhou
 PDF
A Versatile Underactuated Robotic Hand for Cloth Manipulation AI summary
xinhao chen, Alberto Elías Petrilli BarcelÃ3, Saeed Shiry Ghidary, Dayuan Chen, Jose Victorio Salazar Luces, Yasuhisa Hirata
 PDF
Point Cloud-Based Grasping for Soft Hand Exoskeleton AI summary
Chen Hu, Enrica Tricomi, Eojin Rho, Daekyum Kim, Lorenzo Masia, SHAN LUO, Letizia Gionfrida
 PDF
Contact Detection and Manipulation with a Shape-Memory Alloy Based Soft Gripper AI summary
Louis Plottel, Richard Desatnik, Dinesh K. Patel, Philip LeDuc, Carmel Majidi
 PDF
Design of an Adaptive Modular Anthropomorphic Dexterous Hand for Human-Like Manipulation AI summary
Zelong Zhou, Wenrui Chen, Zeyun Hu, Qiang Diao, Qixin Gao, Cuo Yan, Yaonan Wang
 PDF
FORTE: Tactile Force and Slip Sensing on Compliant Fingers for Delicate Manipulation AI summary
Siqi Shang, Mingyo Seo, Yuke Zhu, Lillian Chin
 PDF
GraspGen: A Diffusion-Based Framework for 6-DOF Grasping with On-Generator Training AI summary
Adithyavairavan Murali, Balakumar Sundaralingam, Yu-Wei Chao, Wentao Yuan, Jun Yamada, Mark Carlson, Fabio Ramos, Stan Birchfield, Dieter Fox, Clemens Eppner
 PDF
A Multi-Level Similarity Approach for Single-View Object Grasping: Matching, Planning, and Fine-Tuning AI summary
Hao Chen, Takuya Kiyokawa, Zhengtao Hu, Weiwei Wan, Kensuke Harada
 PDF
Cooperative Grasping for Collective Object Transport in Constrained Environments AI summary
David Felipe Alvear Goyes, George Turkiyyah, Shinkyu Park
 PDF
Switchable Neural Teleoperation AI summary
Jianglong Ye, Changwei Jing, Kezhou Chen, Keyi Wang, Sha Yi, Xueyan Zou, Xiaolong Wang
 PDF
Modular Actuator for Multimodal Proprioceptive and Kinesthetic Feedback of Robotic Hands AI summary
Sungwoo Park, Myo-Taeg Lim, Donghyun Hwang
 PDF
Aerial Manipulation with Contact-Aware Onboard Perception and Hybrid Control AI summary
Yuanzhu Zhan, Yufei Jiang, Muqing Cao, Junyi Geng
 PDF
A Tactile Rubbing Gripper for Reliable Fabric Separation AI summary
Zhengrong LING, Zhenghao HUANG, Yajing Shen
 PDF
ClearDepth: Efficient Stereo Perception of Transparent Objects for Robotic Manipulation AI summary
Kaixin Bai, Huajian Zeng, Lei Zhang, Yiwen Liu, Hongli Xu, Zhaopeng Chen, Jianwei Zhang
 PDF
Learning to Grasp by Integrating Human Preferences and Success Feedback AI summary
Juyeol Park, Byungjin Ko, Jong-Wan Yoon, Taejoon Park, Homin Park
 PDF
MachaGrasp: Morphology-Aware Cross-Embodiment Dexterous Hand Articulation Generation for Grasping AI summary
Heng Zhang, Kevin Yuchen Ma, Zheng SHOU, Weisi Lin, Yan Wu
 PDF
Ultra-Fast Lightweight Incipient Slip Detection Using Hyperdimensional Computing with the PapillArray Tactile Sensor AI summary
Jingtao Zhang, Yi Liu, Yanxun Lu, Stephen J. Redmond, Changhong Wang
 PDF
Bi-Hap: A Bi-Directional Learning-Based Control and Momentum-Based Haptic Feedback System for Dexterous In-Hand Telemanipulation AI summary
Haoyang Wang, Haoran Guo, Zhengxiong Li, Lingfeng Tao
 PDF
Semantically-Driven Deep Reinforcement Learning for Inspection Path Planning AI summary
Grzegorz Malczyk, Mihir Kulkarni, Kostas Alexis
 PDF
DRO-EDL-MPC: Evidential Deep Learning-Based Distributionally Robust Model Predictive Control for Safe Autonomous Driving AI summary
Hyeongchan Ham, Heejin Ahn
 PDF
Touch with Insight: Physics-Aware Data-Driven Learning for EIT-Based Tactile Sensing AI summary
Kiyanoush Nazari, Yunqi Huang, David Hardman, Fumiya Iida, Thomas George Thuruthel
 PDF
Deep Reinforcement Learning-Based Motion Planning and PDE Control for Flexible Manipulators AI summary
Amir Hossein Barjini, Seyed Adel Alizadeh Kolagar, Sadeq Yaqubi, Jouni Mattila
 PDF
Trajectory Planning for UAV-Based Smart Farming Using Imitation-Based Triple Deep Q-Learning AI summary
Wencan Mao, Quanxi Zhou, Tomás Couso Coddou, Manabu Tsukada, Liu Yunling, Yusheng Ji
 PDF
Multi-Dimensional Perturbation Strategies for Adversarial Attacks in Multi-Agent Deep Reinforcement Learning AI summary
Runwen Chen, shuo feng, Tianzhe Qi, yucheng shi, Xiaorong Hu, Yang Zhao, bo sun, Zhao Jin, Yizhe Luo, Mingliang Xu
 PDF
Deep Photonic Reservoir Computer Meets UAV Control: An Ultra-Fast Learning-Based Compensator for Agile Flight in Confined Space AI summary
Qinxiao Ma, Ruiqian Li, Cheng Wang, Yang Wang
 PDF
Simultaneous Deep Model-Based Reinforcement Learning and State Inference under Partial Observability AI summary
William Cong, Josiah Hanna
 PDF
Manipulating Elasto-Plastic Objects with 3D Occupancy and Learning-Based Predictive Control AI summary
Zhen ZHANG, Xiangyu CHU, Yunxi TANG, Lulu ZHAO, Jing HUANG, Zhongliang Jiang, K. W. Samuel Au
 PDF
Intent Recognition in Gait Transition Using Muscle Volume Sensors with Deep Learning AI summary
Geonwoo Park, MooJin Woo, Jiwoo Oh, Hyeon Chan Chei, Keonyoung Oh
 PDF
Trailer-aware End-to-end Autonomous Driving for Tractor-Trailers with Deep Reinforcement Learning AI summary
Congfei Li, Yang Li, Peigen Liu, Rongqi Gu, Zuolei Sun, Yuxiang Sun
 PDF
Behavior Cloning-Enhanced Deep Reinforcement Learning for Robot Navigation Via Dynamic Reward and Adaptive Replanning AI summary
Jianning Chi, fusheng li, Wenjun Zhang, Yongming Yang
 PDF
Neural Operators for Design-Space Surrogate Modeling of Tendon-Actuated Continuum Robots AI summary
Branden Frieden, James Ferguson, Alan Kuntz, Varun Shankar
 PDF
GRATE: A Graph Transformer-Based Deep Reinforcement Learning Approach for Time-Efficient Autonomous Robot Exploration AI summary
Haozhan Ni, Jingsong Liang, Chenyu He, Yuhong Cao, Guillaume Adrien Sartoretti
 PDF
A Novel Reconfigurable Dexterous Hand Based on Triple-Symmetric Bricard Parallel Mechanism AI summary
Chunxu Tian, Zhichao Huang, Hongzeng Li, Bo Wang, Jinghao Jia, Yirui Sun, Dan Zhang
 PDF
Policy Diversification through Representation Distinguishability Regularization for Multi-Actor Deep Reinforcement Learning AI summary
Meng XU, Xinhong Chen, Shuguang Wang, Guanyi Zhao, Jianping Wang
 PDF
EEG-Driven Intention Decoding: Offline Deep Learning Benchmarking on a Robotic Rover AI summary
Ghadah Alosaimi, Maha Alsayyari, Yixin Sun, Stamos Katsigiannis, Amir Atapour-Abarghouei, Toby Breckon
 PDF
Deep Reinforcement Learning for Hip Exoskeleton Control Via Predictive Simulation of Reflex-Based Human Gait AI summary
Hossein Barati, Sangdo Kim, Thanh Xuan Nguyen, Jongwon Lee, Young Jin Park
 PDF
Vision-Guided Robotic Grinding with Deep Learning-Based Bead Segmentation and Digital Twin Verification AI summary
Seong Hyeon Kim, Hyo-Young Kim
 PDF
Non-Contact Tactile Perception in Human-Robot Interaction: Deep Learning-Enhanced Super-Resolution Spatial Sensing AI summary
Shuyao Zhou, Jikai Liang, Zhengjie Zhu, Kong Depeng, Zhiao He, Honghao Lyu, Geng Yang
 PDF
AdaptPNP: Integrating Prehensile and Non-Prehensile Skills for Adaptive Robotic Manipulation AI summary
Jinxuan Zhu, Chenrui Tie, Xinyi Cao, Yuran Wang, Jingxiang Guo, Zixuan Chen, Haonan Chen, Junting Chen, Yangyu Xiao, Ruihai Wu, Lin Shao
 PDF
Learning Optimal Strategies for Needle Handover in Surgical Suturing AI summary
Cholin Kim, Jeonghyeon Yoon, Hakyun Lee, Sihyeoung Park, Hyojae Park, Seungjun Lee, Michael Yip, Minho Hwang
 PDF
Deep Reinforcement Learning for Reach-Avoid-Stay Problems AI summary
Gabriel Chenevert, Jingqi Li, Achyuta Kannan, Sangjae Bae, Donggun Lee
 PDF
URPlanner: A Universal Paradigm for Collision-Free Robotic Motion Planning Based on Deep Reinforcement Learning AI summary
Fengkang Ying, Hanwen Zhang, Haozhe Wang, Huishi Huang, Marcelo H Ang Jr
 PDF
ADM-DP: Adaptive Dynamic Modality Diffusion Policy through Vision-Tactile-Graph Fusion for Multi-Agent Manipulation AI summary
Wang Enyi, WEN FAN, Dandan Zhang
 PDF
DYNAMO: Dependency-Aware Deep Learning Framework for Articulated Assembly Motion Prediction AI summary
Mayank Patel, Rahul Jain, Asim Unmesh, Karthik Ramani
 PDF
Active-Perceptive Language-Oriented Grasp Policy for Heavily Cluttered Scenes AI summary
Yixiang Dai, Siang Chen, Kaiqin Yang, Dingchang Hu, Pengwei Xie, Guosheng Li, Yuan Shen, Guijin Wang
 PDF
NaviGait: Navigating Dynamically Feasible Gait Libraries Using Deep Reinforcement Learning AI summary
Neil Janwani, Varun Madabushi, Maegan Tucker
 PDF
BiGraspFormer: End-To-End Bimanual Grasp Transformer AI summary
Kangmin Kim, Seunghyeok Back, Geonhyup Lee, Sangbeom Lee, Sangjun Noh, Kyoobin Lee
 PDF