Research Analyzer

IROS 2024

1856 papers · 0 AI summaries · 2024

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1816 result(s) for “Machine Learning for Robot Control” Page 1 of 37
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Goal Estimation-Based Adaptive Shared Control for Brain-Machine Interfaces Remote Robot Navigation
Tomoka Muraoka, Tatsuya Aoki, Masayuki Hirata, Tadahiro Taniguchi, Takato Horii, Takayuki Nagai
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Robot-Enabled Machine Learning-Based Diagnosis of Gastric Cancer Polyps Using Partial Surface Tactile Imaging
Siddhartha Kapuria, Jeff Bonyun, Yash Kulkarni, Naruhiko Ikoma, Sandeep Chinchali, Farshid Alambeigi
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Learning Adaptive Controller for Hydraulic Machinery Automation
Fang Nan, Marco Hutter
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Understanding Robot Minds: Leveraging Machine Teaching for Transparent Human-Robot Collaboration across Diverse Groups
Suresh Kumaar Jayaraman, Reid Simmons, Aaron Steinfeld, Henny Admoni
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A Non-Invasive Device for Skin Cancer Diagnosis: First Clinical Evidence with Spectroscopic Data Enhanced by Machine Learning Algorithms
Vanessa Mainardi, Laura Carletti, Dimitrios Tsiakmakis, Marco Dal Canto, Tommaso Mellilo, Stefano Noferi, Giovanni Bagnoni, Pietro Rubegni, Gastone Ciuti
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Race against the Machine: A Fully-Annotated, Open-Design Dataset of Autonomous and Piloted High-Speed Flight
Michael Bosello, Davide Aguiari, Yvo Keuter, Enrico Pallotta, Sara Kiade, Gyordan Caminati, Flavio Pinzarrone, Junaid Halepota, Jacopo Panerati, Giovanni Pau
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A Tetherless Soft Robotic Wearable Haptic Human Machine Interface for Robot Teleoperation
Shilpa Thakur, Nathalia Diaz Armas, Joseph Adegite, Ritwik Pandey, Joey Mead, Pratap Rao, Cagdas Onal
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Decoupling-Based LPV Observer for Driver Torque Intervention Estimation in Human-Machine Shared Driving under Uncertain Vehicle Dynamics
Anh-Tu Nguyen, Thierry Marie Guerra, Chouki Sentouh, Jean-Christophe Popieul
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Exploring Cognitive Load Dynamics in Human-Machine Interaction for Teleoperation: A User-Centric Perspective on Remote Operation System Design
Juan José García Cárdenas, Xiaoxuan Hei, Adriana Tapus
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Reinforcement Learning Control for Autonomous Hydraulic Material Handling Machines with Underactuated Tools
Filippo Alberto Spinelli, Pascal Arturo Egli, Julian Nubert, Fang Nan, Thilo Bleumer, Patrick Goegler, Stephan Brockes, Ferdinand Hofmann, Marco Hutter
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AutoJoin: Efficient Adversarial Training against Gradient-Free Perturbations for Robust Maneuvering Via Denoising Autoencoder and Joint Learning
Michael Villarreal, Bibek Poudel, Ryan Wickman, Yu Shen, Weizi Li
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A Scalable Platform for Robot Learning and Physical Skill Data Collection
Samuel Schneider, Yansong Wu, Fan Wu, Lars Johannsmeier, Sami Haddadin
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Real-Time Perceptive Motion Control Using Control Barrier Functions with Analytical Smoothing for Six-Wheeled-Telescopic-Legged Robot Tachyon 3
Noriaki Takasugi, Masaya Kinoshita, Yasuhisa Kamikawa, Ryoichi Tsuzaki, Atsushi Sakamoto, Toshimitsu Kai, Yasunori Kawanami
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Proposal and Demonstration of a Robot Behavior Planning System Utilizing Video with Open Source Models in Real-World Environments
Yuki Akutsu, Takahiro Yoshida, Yuki Kato, Yuichiro Sueoka, Koichi Osuka
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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
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Adaptive Social Force Window Planner with Reinforcement Learning
Mauro Martini, Noe Perez-Higueras, Andrea Ostuni, Marcello Chiaberge, Fernando Caballero, Luis Merino
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Design, Localization, Perception, and Control for GPS-Denied Autonomous Aerial Grasping and Harvesting
ashish kumar, Laxmidhar Behera
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Safety-Critical Autonomous Inspection of Distillation Columns Using Quadrupedal Robots Equipped with Roller Arms
Jaemin Lee, Jeeseop Kim, Aaron Ames
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OmniRace: 6D Hand Pose Estimation for Intuitive Guidance of Racing Drone
Valerii Serpiva, Aleksey Fedoseev, Sausar Karaf, Ali Alridha Abdulkarim, Tsetserukou Dzmitry
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Local Linearity Is All You Need (in Data Driven Teleoperation)
Michael Przystupa, Gauthier Gidel, Matthew Taylor, Martin Jagersand, Justus Piater, Samuele Tosatto
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Learned Slip-Detection-Severity Framework Using Tactile Deformation Field Feedback for Robotic Manipulation
Neel Anand Jawale, Navneet Kaur, Elizabeth Amy Santoso, Xiaohai Hu, Xu Chen
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Meta-Learning for Fast Adaptation in Intent Inferral on a Robotic Hand Orthosis for Stroke
Pedro Leandro La Rotta, Jingxi Xu, Ava Chen, Lauren Winterbottom, Wenxi Chen, Dawn Nilsen, Joel Stein, Matei Ciocarlie
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Evaluating the Impact of a Semi-Autonomous Interface on Configuration Space Accessibility for Multi-DOF Upper Limb Prostheses
Rebecca J. Greene, Christopher Hunt, Brooklyn Paige Acosta, Zihan Huang, Rahul Kaliki, Nitish V. Thakor
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Contacts from Motion: Learning Discrete Features for Automatic Contact Detection and Estimation from Human Movements
Hibiki Miyake, Ko Ayusawa, Ryusuke Sagawa, Eiichi Yoshida
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Learning-Based Adaptive Admittance Controller for Efficient and Safe pHRI in Contact-Rich Manufacturing Tasks
Pouya Pourakbarian Niaz, Engin Erzin, Cagatay Basdogan
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Design and Development of a Work Cell with a One-Handed Soldering Tool for Enhanced Human-Robot Collaboration
Natchanon Suppaadirek, Maximilien Sonnic, Raul Ariel Duran Jimenez, Tomohiro Shibata
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SwiftEagle: An Advanced Open-Source, Miniaturized FPGA UAS Platform with Dual DVS/Frame Camera for Cutting-Edge Low-Latency Autonomous Algorithms
Christian Vogt, Michael Jost, Michele Magno
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Pilot Study for a Robot-Assisted Timed up and Go Assessment
Matthew Story, Khaoula AIT BELAID, Nicola Camp, Roberto Vagnetti, Daniele Magistro, Massimiliano Zecca, Alessandro Di Nuovo
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SoftNeRF: A Self-Modeling Soft Robot Plugin for Various Tasks
Jiwei Shan, Yirui Li, Qiyu Feng, Ditao Li, Lijun Han, Hesheng Wang
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Avoiding Object Damage in Robotic Manipulation
Erica Aduh, Fan Wang, Dylan Labatt Randle, Kaiwen Wang, Priyesh Shah, Chaitanya Mitash, Manikantan Nambi
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Optimizing Base Placement of Surgical Robot: Kinematics Data-Driven Approach by Analyzing Working Pattern
Jeonghyeon Yoon, Junhyun Park, Hyojae Park, Hakyoon Lee, Sang Won Lee, Minho Hwang
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Boosting Generalizability towards Zero-Shot Cross-Dataset Single-Image Indoor Depth by Meta-Initialization
Cho-Ying Wu, Yiqi Zhong, Junying Wang, Ulrich Neumann
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Procedural Generation of Tunnel Networks for Unsupervised Training and Testing in Underground Applications
Lorenzo Cano, Alejandro R. Mosteo, Danilo Tardioli
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Dynamic Throwing with Robotic Material Handling Machines
Lennart Werner, Fang Nan, Pol Eyschen, Filippo Alberto Spinelli, Hongyi Yang, Marco Hutter
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Clutter-Aware Spill-Free Liquid Transport Via Learned Dynamics
Ava Abderezaei, Anuj Pasricha, Alex Klausenstock, Alessandro Roncone
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CathFlow: Self-Supervised Segmentation of Catheters in Interventional Ultrasound Using Optical Flow and Transformers
Alex Ranne, Liming Kuang, Yordanka Velikova, Nassir Navab, Ferdinando Rodriguez y Baena
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RoboGuardZ: A Scalable Zero-Shot Framework for Zero-Day Malware Detection in Robots
UPINDER KAUR, Berkay Celik, Richard Voyles
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DiffPrompter: Differentiable Implicit Visual Prompts for Semantic-Segmentation in Adverse Conditions
Sanket Kalwar, SRI MIHIR DEVAPI UNGARALA, Shruti Jain, Aaron Monis, Krishna konda, Sourav Garg, Madhava Krishna
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PEERNet: An End-To-End Profiling Tool for Real-Time Networked Robotic Systems
Aditya Narayanan, Pranav Kasibhatla, Minkyu Choi, Po-han Li, Ruihan Zhao, Sandeep Chinchali
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A Robotic Mediation Device for Skill Assessment and Training During Colonoscopy
Olivia Richards, Elan Ahronovich, Neel Shihora, Ahmet Yildiz, Jumana Atoum, Jie Ying Wu, Keith Obstein, Nabil Simaan
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Ontology Based AI Planning and Scheduling for Robotic Assembly
Jingyun Zhao, Birgit Vogel-Heuser, Jicong Ao, Yansong Wu, Liding Zhang, Bi Fandi, Dominik Hujo, Zhenshan Bing, Fan Wu, Alois Knoll, Sami Haddadin, Bernd Vojanec, Timo Markert, André Kraft
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Distilling Knowledge for Short-To-Long Term Trajectory Prediction
Sourav Das, Guglielmo Camporese, Shaokang Cheng, Lamberto Ballan
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Ground-Density Clustering for Approximate Agricultural Field Segmentation
Henry J. Nelson, Nikos Papanikolopoulos
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Iterative Reference Learning for Cartesian Impedance Control of Robot Manipulators
Julian Mauricio Salt Ducaju, Bjorn Olofsson, Rolf Johansson
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Realistic Rainy Weather Simulation for LiDARs in CARLA Simulator
Donglin Yang, Xinyu Cai, Zhenfeng Liu, Wentao Jiang, Bo Zhang, Guohang Yan, Xing Gao, Si Liu, Botian Shi
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Task and Domain Adaptive Reinforcement Learning for Robot Control
Yu Tang Liu, Nilaksh Nilaksh, Aamir Ahmad
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Contact-Rich SE(3) Equivariant Robot Manipulation Task Learning Via Geometric Impedance Control
Joohwan Seo, Nikhil Potu Surya Prakash, Xiang Zhang, Changhao Wang, Jongeun Choi, Masayoshi Tomizuka, Roberto HOROWITZ
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Human-Robot Interaction Control for Multi-Mode Exosuit with Reinforcement Learning
Kaizhen Huang, Jiajun XU, Tianyi Zhang, Mengcheng Zhao, Aihong Ji, Guoli Song, Y.F. Li
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DECADE: Towards Designing Efficient-Yet-Accurate Distance Estimation Modules for Collision Avoidance in Mobile Advanced Driver Assistance Systems
Muhammad Zaeem Shahzad, Muhammad Abdullah Hanif, Muhammad Shafique
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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
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