Research Analyzer
← IROS 2024

All Papers

1856 papers in this venue.

Clear
1854 result(s) for “Deep Learning in Grasping and Manipulation” Page 2 of 38
Title & Authors Actions
Autonomous Landing on a Moving Platform Using Vision-Based Deep Reinforcement Learning
Pawel Ladosz, Meraj Mammadov, Heejung Shin, Woojae Shin, Hyondong Oh
 PDF
TinyLidarNet: 2D Lidar-Based End-To-End Deep Learning Model for F1TENTH Autonomous Racing
Mohammed Misbah Zarrar, QiTao Weng, Bakhbyergyen Yerjan, Ahmet Soyyigit, Heechul Yun
 PDF
A Deep Reinforcement Learning Framework and Methodology for Reducing the Sim-to-Real Gap in ASV Navigation
Luis F. W. Batista, Junghwan Ro, Antoine Richard, Pete Schroepfer, Seth Hutchinson, Cedric Pradalier
 PDF
Bird's-Eye-View Trajectory Planning of Multiple Robots using Continuous Deep Reinforcement Learning and Model Predictive Control
Kristian Ceder, Ze Zhang, Adam Burman, Ilya Kuangaliyev, Krister Mattsson, Gabriel Nyman, Arvid Petersén, Lukas Wisell, Knut Akesson
 PDF
APEX: Ambidextrous Dual-Arm Robotic Manipulation Using Collision-Free Generative Diffusion Models
Apan Dastider, Hao Fang, Lin Mingjie
 PDF
Enhancing Safety Via Deep Reinforcement Learning in Trajectory Planning for Agile Flights within Unknown Environments
Lidia Rocha, Jorge Bidinotto, Fredrik Heintz, Mattias Tiger, Kelen Cristiane Teixeira Vivaldini
 PDF
CenterGrasp: Object-Aware Implicit Representation Learning for Simultaneous Shape Reconstruction and 6-DoF Grasp Estimation
Eugenio Chisari, Nick Heppert, Tim Welschehold, Wolfram Burgard, Abhinav Valada
 PDF
Uncertainty-Aware Deep Imitation Learning and Deployment for Autonomous Navigation through Crowded Intersections
Zeyu Zhu, Shuai Wang, Huijing Zhao
 PDF
Deep Ad-Hoc Sub-Team Partition Learning for Multi-Agent Air Combat Cooperation
Songyuan Fan, Haiyin Piao, Yi Hu, Feng Jiang, Roushu Yang
 PDF
Deep Reinforcement Learning-Based Large-Scale Robot Exploration
Yuhong Cao, Rui Zhao, Yizhuo Wang, Bairan Xiang, Guillaume Adrien Sartoretti
 PDF
Learning When to Stop: Efficient Active Tactile Perception with Deep Reinforcement Learning
Christopher Niemann, David Philip Leins, Luca Lach, Robert Haschke
 PDF
Mitigating Adversarial Perturbations for Deep Reinforcement Learning Via Vector Quantization
Tung Luu, Thanh Nguyen, Joshua Tian Jin Tee, Sungwoong Kim, Chang D. Yoo
 PDF
In-Hand Following of Deformable Linear Objects Using Dexterous Fingers with Tactile Sensing
Mingrui Yu, Boyuan Liang, Xiang Zhang, Xinghao Zhu, Lingfeng Sun, Changhao Wang, Shiji Song, Xiang LI, Masayoshi Tomizuka
 PDF
Mini-PointNetPlus: A Local Feature Descriptor in Deep Learning Model for Real-Time 3D Environment Perception
Chuanyu Luo, Nuo Cheng, Sikun Ma, Jun Xiang, Xiaohan Li, Shengguang Lei, Pu Li
 PDF
State Estimation of an Adaptive 3-Finger Gripper Using Recurrent Neural Networks
Yannick Jonetzko, Theresa Alexandra Aurelia Naß, Niklas Fiedler, Jianwei Zhang
 PDF
Image-Based Deep Reinforcement Learning with Intrinsically Motivated Stimuli: On the Execution of Complex Robotic Tasks
David Patricio Valencia Redrovan, Henry Williams, Yuning Xing, Trevor Gee, Minas Liarokapis, Bruce MacDonald
 PDF
Social Navigation in Crowded Environments with Model Predictive Control and Deep Learning-Based Human Trajectory Prediction
Viet-Anh Le, Behdad Chalaki, Vaishnav Tadiparthi, Hossein Nourkhiz Mahjoub, Jovin D'sa, Ehsan Moradi-Pari
 PDF
An Attention-Aware Deep Reinforcement Learning Framework for UAV-UGV Collaborative Route Planning
Mohammad Safwan Mondal, Subramanian Ramasamy, James Humann, Jim James, Dotterweich, Jean-Paul Reddinger, Marshal Childers, Pranav Bhounsule
 PDF
Working Backwards: Learning to Place by Picking
Oliver Limoyo, Abhisek Konar, Trevor Ablett, Jonathan Kelly, Francois Hogan, Gregory Dudek
 PDF
GDM-Net: Gas Distribution Mapping with a Mobile Robot Using Deep Reinforcement Learning and Gaussian Process Regression
Iliya Kulbaka, Ayan Dutta, Patrick Kreidl, Ladislau Bölöni, Swapnoneel Roy
 PDF
Deep Learning-Based Delay Compensation Framework for Teleoperated Wheeled Rovers on Soft Terrains
Ahmad Abubakar, Yahya Zweiri, Mubarak Yakubu, Ruqqayya Alhammadi, Mohammed Mohiuddin, Abdel Gafoor Haddad, Jorge Dias, Lakmal Seneviratne
 PDF
Socially Integrated Navigation: A Social Acting Robot with Deep Reinforcement Learning
Daniel Flögel, Lars Fischer, Thomas Rudolf, Tobias Schürmann, Sören Hohmann
 PDF
Adaptive Stochastic Nonlinear Model Predictive Control with Look-Ahead Deep Reinforcement Learning for Autonomous Vehicle Motion Control
Baha Zarrouki, Chenyang Wang, Johannes Betz
 PDF
G.O.G: A Versatile Gripper-On-Gripper Design for Bimanual Cloth Manipulation with a Single Robotic Arm
Dongmyoung Lee, Wei Chen, Xiaoshuai Chen, Nicolas Rojas
 PDF
BaRiFlex: A Robotic Gripper with Versatility and Collision Robustness for Robot Learning
Gu-Cheol Jeong, Arpit Bahety, Gabriel Pedraza, Ashish Deshpande, Roberto Martín-Martín
 PDF
Temporal- and Viewpoint-Invariant Registration for Under-Canopy Footage using Deep-Learning-based Bird's-Eye View Prediction
Jiawei Zhou, Ruben Mascaro, Cesar Cadena Lerma, Margarita Chli, Lucas Teixeira
 PDF
Collaboration Strategies for Two Heterogeneous Pursuers in A Pursuit-Evasion Game Using Deep Reinforcement Learning
Zhanping Zhong, Zhuoning Dong, Xiaoming Duan, Jianping He
 PDF
Gravity-Aware Grasp Generation with Implicit Grasp Mode Selection for Underactuated Hands
Tianyi Ko, Takuya Ikeda, Thomas Stewart, Robert Lee, Koichi Nishiwaki
 PDF
HortiBot: An Adaptive Multi-Arm System for Robotic Horticulture of Sweet Peppers
Christian Lenz, Rohit Menon, Michael Schreiber, Melvin Paul, Jacob, Sven Behnke, Maren Bennewitz
 PDF
Multi-Agent Deep Reinforcement Learning for Persistent Monitoring with Sensing, Communication, and Localization Constraints
Manav Mishra, Prithvi Poddar, RAJAT AGRAWAL, Jingxi Chen, Pratap Tokekar, Sujit PB
 PDF
A Novel Geometrical Structure Robot Hand for Linear-Parallel Pinching and Coupled Self-Adaptive Hybrid Grasping
shi chen, Bihao Zhang, Kehan Feng, Yizhou Wang, Jiayun Li, Wenzeng Zhang
 PDF
Satellite-Model-Free Deep Learning Based Pose Estimation of Non-Cooperative Satellite and Tracking Using Navigation Filter
Shubham Shukla, Raunak Srivastava, Rolif Lima, Titas Bera
 PDF
DaFoEs: Mixing Datasets towards the Generalization of Vision-State Deep-Learning Force Estimation in Minimally Invasive Robotic Surgery
Mikel De Iturrate Reyzabal, Mingcong Chen, Wei Huang, Sebastien Ourselin, Hongbin Liu
 PDF
Reconfigurable Soft Gripper Based on Eversion and Electroadhesion for Cluttered Environments
Dana Ragab, Elizabeth Rendon-Morales, Kaspar Althoefer, Hareesh Godaba
 PDF
Origami Actuator with Tunable Limiting Layer for Reconfigurable Soft Robotic Grasping
Yang Yang, Zhu Kejin, Yuan Xie, Shaoyang Yan, Juan Yi, Pei Jiang, Yunquan Li, Yazhan Zhang, Yingtian Li
 PDF
A Magnetic Helical Miniature Robot with Soft Magnetic-Controlled Gripper
Aoji Zhu, Chenyao Bai, Xiwen Lu, Yunlong Zhu, Kezhi Wang, Jiarui Zhu
 PDF
Optimal Design of Linkage-Driven Underactuated Hand for Precise Pinching and Powerful Grasping
Meng, Hailiang,Yang, Kaiyu,Zhou, Lingxuan,Shi, Yixiao,Cai, Shibo,Bao, Guanjun
 PDF
Decentralized Multi-Robot Navigation Coupled with Spatial-Temporal RetNet Based on Deep Reinforcement Learning
Lin Chen, Yaonan Wang, Zhiqiang Miao, Mingtao Feng, Yuanzhe Wang, Yang Mo, zhen zhou, Hesheng Wang, Danwei Wang
 PDF
6-DoF Grasp Detection in Clutter with Enhanced Receptive Field and Graspable Balance Sampling
Hanwen Wang, Zhang Ying, Yunlong Wang, Jian LI
 PDF
Single-Motor Robotic Gripper with Multi-Surface Fingers for Variable Grasping Configurations
Toshihiro Nishimura, Yosuke Suzuki, Tokuo Tsuji, Tetsuyou Watanabe
 PDF
ShapeGrasp: Zero-Shot Task-Oriented Grasping with Large Language Models through Geometric Decomposition
Samuel Li, Sarthak Bhagat, Joseph Campbell, Yaqi Xie, Woojun Kim, Katia Sycara, Simon Stepputtis
 PDF
Multi-Fingered Dragging of Unknown Objects and Orientations Using Distributed Tactile Information through Vision-Transformer and LSTM
Takahisa Ueno, Satoshi Funabashi, Hiroshi Ito, Alexander Schmitz, Shardul Kulkarni, Tetsuya Ogata, Shigeki Sugano
 PDF
Under-Actuated Robotic Gripper with Multiple Grasping Modes Inspired by Human Finger
Jihao Li, Tingbo Liao, Hassen Nigatu Sirag, Haotian Guo, GuoDong Lu, Huixu Dong
 PDF
Modeling of Hydraulic Soft Hand with Rubber Sheet Reservoir and Evaluation of Its Grasping Flexibility and Control
Kyosuke Ishibashi, Hiroki Ishikawa, Osamu Azami, Ko Yamamoto
 PDF
Grasping Trajectory Optimization with Point Clouds
Yu Xiang, Sai Haneesh Allu, Rohith Peddi, Tyler Summers, VIBHAV GOGATE
 PDF
SuPerPM: A Surgical Perception Framework Based on Deep Point Matching Learned from Physical Constrained Simulation Data
Shan Lin, Albert Miao, Ali Alabiad, Fei Liu, Kaiyuan Wang, Jingpei Lu, Florian Richter, Michael C. Yip
 PDF
Thrust Microstepping Via Acceleration Feedback in Quadrotor Control for Aerial Grasping of Dynamic Payload
ashish kumar, Laxmidhar Behera
 PDF
MultiGripperGrasp: A Dataset for Robotic Grasping from Parallel Jaw Grippers to Dexterous Hands
Luis Felipe Casas, Ninad Khargonkar, B Prabhakaran, Yu Xiang
 PDF
Toward an Analytic Theory of Intrinsic Robustness for Dexterous Grasping
Albert H. Li, Preston Culbertson, Aaron Ames
 PDF
Underwater Vibration Adhesion by Frequency-Controlled Rigid Disc for Underwater Robotics Grasping
Sun, Yi,yangyi, hu,Yang, Yi,Wang, Min,Ding, Jiheng,Pu, Huayan,Jia, Wenchuan
 PDF