Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2888 result(s) for “Deep Learning in Grasping and Manipulation” Page 13 of 58
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AURA: Autonomous Upskilling with Retrieval-Augmented Agents AI summary
Alvin Zhu, Yusuke Tanaka, Andrew Goldberg, Dennis Hong
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Residual Off-Policy RL for Finetuning Behavior Cloning Policies AI summary
Lars Ankile, Zhenyu Jiang, Yan Duan, Guanya Shi, Pieter Abbeel, Anusha Nagabandi
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OpenHEART: Opening Heterogeneous Articulated Objects with a Legged Manipulator AI summary
Seonghyeon Lim, Hyeonwoo Lee, Seunghyun Lee, I Made Aswin Nahrendra, Hyun Myung
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GUIDES: Guidance Using Instructor-Distilled Embeddings for Pre-Trained Robot Policy Enhancement AI summary
Minquan Gao, Xinyi Li, Qing Yan, Xiaojian Sun, Xiaopan Zhang, Chien-Ming Huang, Jiachen Li
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LLM-Aided Assistive Robot for Single-Operator Bimanual Teleoperation AI summary
Haolin Fei, Songlin Ma, Guanglong Du, Elmira Yadollahi, Hak-Keung Lam, Angela Faragasso, Allahyar Montazeri, Ziwei Wang
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ForestVO: Enhancing Visual Odometry in Forest Environments through ForestGlue AI summary
Thomas Pritchard, Saifullah Ijaz, Ronald Clark, Basaran Bahadir Kocer
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Programmable Deformation Design of Porous Soft Actuator through Volumetric-Pattern-Induced Anisotropy AI summary
Canqi Meng, Weibang Bai
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Anticipatory Task and Motion Planning: Improved Rearrangement in Persistent Continuous-Space Environments AI summary
Roshan Dhakal, Duc Nguyen, Tom Silver, Xuesu Xiao, Gregory Stein
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SVP: Improving Vision-Language-Action Models with Dual Stochastic Visual Prompting AI summary
Zhide Zhong, Haodong Yan, Tianran Zhang, Lujia Wang, Jin Wu, Jun Ma, Xinhu ZHENG, Haoang Li
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TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within a Joint Learning Framework AI summary
Guanfeng Tang, Zhiyuan Wu, Jiahang Li, Ping Zhong, Xieyuanli Chen, Huimin Lu, Rui Fan
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Gaussian Splatting and Point Cloud-Based Workspace Prediction for Collision-Free Trajectory Planning in Collaborative Robots AI summary
Jungho Seo, DongWook Kim
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Robust Hand Tracking from Visual-Inertial Fusion AI summary
Hyelim Choi, Hyunreal Park, Harim Ji, Somang Lee, Youngseon Lee, Yongseok Lee, Dongjun Lee
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GRAPE: Generalizing Robot Policy Via Preference Alignment AI summary
Zijian Zhang, Kaiyuan Zheng, Zhaorun Chen, Joel Jang, Yi Li, Siwei Han, Chaoqi Wang, Mingyu Ding, Dieter Fox, Huaxiu Yao
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CRAFT: Long-Horizon Cable Routing Algorithm and Low-Friction Caging Gripper AI summary
Ziyang Chen, Yash Chitambar, Theodore Lam, Hui Li, Sachin Chitta, Ken Goldberg
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MiniBEE: A New Form Factor for Compact Bimanual Dexterity AI summary
Sharfin Islam, Zewen Chen, Zhanpeng He, Swapneel Bhatt, Andres Permuy, Brock Taylor, James Vickery, Zhengbin Lu, Cheng Zhang, Pedro Piacenza, Matei Ciocarlie
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Closed-Loop Action Chunks with Dynamic Corrections for Training-Free Diffusion Policy AI summary
Pengyuan Wu, Pingrui Zhang, Zhigang Wang, Dong Wang, Bin Zhao, Xuelong Li
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STAF-Navi: Vision-Based Spatio-Temporal Attention Fusion Navigation Framework AI summary
haowen zhang, fanghong liu, chaoyu zhang, qiuze yu
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From Demonstrations to Safe Deployment: Path-Consistent Safety Filtering for Diffusion Policies AI summary
Ralf Römer, Julian Balletshofer, Jakob Thumm, Marco Pavone, Angela P. Schoellig, Matthias Althoff
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An Autonomous and Hardware-Agnostic Vision-Servoed System for Microdevice Injection AI summary
Yumin Zheng, Runjia Tan, Rui Jiao, Sunwoo Lee
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Task Robustness Via Re-Labelling Vision-Action Robot Data AI summary
Artur Kuramshin, Ozgur Aslan, Cyrus Neary, Glen Berseth
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Offline Reinforced Finetuning for Chunk-Based VLA Via Real-World RL Policy Distillation with Vision-Guided Copilot AI summary
human efforts.
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SafeNet: A Neural-Symbolic Network for Safe Planning in Robotic Systems Using Formal Method-Guided LLM Fine-Tuning AI summary
Zifan Wang, Jialiang Fan, Rui Zuo, Qinru Qiu, Fanxin Kong
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UTTG: A Universal Teleoperation Framework Via Online Trajectory Generation AI summary
ShengJian Fang, Yixuan Zhou, Yu Zheng, Pengyu Jiang, Siyuan Liu, Hesheng Wang
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HapCompass: A Rotational Haptic Device for Contact-Rich Robotic Teleoperation AI summary
Xiangshan Tan, Jingtian Ji, Tianchong Jiang, Pedro Lopes, Matthew Walter
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Reducing Oracle Feedback with Vision�Language Embeddings for Preference-Based RL AI summary
Udita Ghosh, Dripta Raychaudhuri, Jiachen Li, Konstantinos Karydis, Amit Roy-Chowdhury
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MGS-Track: Monocular 6DoF Pose Tracking Via Masked 3D Prior and Online Gaussian Splatting AI summary
Zhiyuan Chen, Fan Lu, Guo Yu, Sanqing Qu, Ya Wu, Huang Yuan, Alois Knoll, Guang Chen
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HITL-D: Human in the Loop Diffusion Assisted Shared Control AI summary
Riley Zilka, Sergey Khlynovskiy, Allie Wang, Martin Jagersand
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Inverse Reachability Map Guided Motion Planning of Mobile Manipulator AI summary
JungHyun Choi, taegyeom Lee, Myun Joong Hwang
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A Dual-Channel Framework for Blind Perceptual Quality Assessment in Bilateral Teleoperation AI summary
Zican Wang, Xiao Xu, Zhi Jin, Dong Yang, Eckehard Steinbach
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DRAW2ACT: Turning Depth-Encoded Trajectories into Robotic Demonstration Videos AI summary
Yang Bai, Liudi Yang, George Eskandar, Fengyi Shen, Mohammad Altillawi, Ziyuan Liu, Gitta Kutyniok
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Reliable and Scalable Robot Policy Evaluation with Imperfect Simulators AI summary
Apurva Badithela, David Snyder, Lihan Zha, Joseph Mikhail, Matthew O'Kelly, Anushri Dixit, Anirudha Majumdar
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Cross-Embodiment Transfer Via Behavior-Aligned Representations AI summary
Ajay Sridhar, Jensen Gao, Jonathan Yang, Jean Mercat, Suneel Belkhale, Dorsa Sadigh
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CogStereo: Neural Stereo Matching with Implicit Spatial Cognition Embedding AI summary
Lihuang Fang, Xiao HU, Yuchen Zou, Hong Zhang
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Multi-View Stereo with Geometric Encoding for Large-Scale Dense Scene Reconstruction AI summary
Guidong YANG, Rui Cao, Junjie Wen, Benyun ZHAO, Qingxiang Li, Xi Chen, Yunhui Liu, Ben M. Chen
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Nonlinear Model Predictive Control for Robotic Pushing of Planar Objects with Generic Shape AI summary
Sara Federico, Marco Costanzo, Marco De Simone, Ciro Natale
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Real-to-Sim Robot Policy Evaluation with Gaussian Splatting Simulation of Soft-Body Interactions AI summary
Kaifeng Zhang, Shuo Sha, Hanxiao Jiang, Matthew Loper, Hyunjong Song, Guangyan Cai, Zhuo Xu, Hu Xiaochen, Changxi Zheng, Yunzhu Li
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Towards Simulation-Based Optimization of Compliant Fingers for High-Speed Connector Assembly AI summary
and Kevin Haninger
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Progressive-Resolution Policy Distillation: Leveraging Coarse-Resolution Simulations for Time-Efficient Fine-Resolution Policy Learning AI summary
Yuki Kadokawa, Hirotaka Tahara, Takamitsu Matsubara
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LLM-Guided Semantic Stereo Adaptive Visual Servoing for Precise Peg-In-Hole AI summary
Xiyue Dong, Guangli Sun, Jinfei Hu, Tianyu Huang, Wei Chen, Yunhui Liu
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Harmonising Safety Paradigms: Energy-Aware Control of Active Response and Passive Compliance for Safety-Critical Robotic Tasks AI summary
Xinyuan Zhao, Wenyu Liang, Junyuan Xue, Yan Wu
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Knowledge-Guided Graph Convolutional Network for Multi-Label Image Classification AI summary
Christine Dewi, Dhananjay Thiruvady, Stephen Abednego Philemon, Nayyar Zaidi
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Graph-Of-Constraints Model Predictive Control for Reactive Multi-Agent Task and Motion Planning AI summary
Anastasios Manganaris, Jeremy Lu, Ahmed H. Qureshi, Suresh Jagannathan
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Motion Manifold Flow Primitives for Task-Conditioned Trajectory Generation under Complex Task-Motion Dependencies AI summary
Yonghyeon Lee, Byeongho Lee, Seungyeon Kim, Frank Park
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Sim2real Image Translation Enables Viewpoint-Robust Policies from Fixed-Camera Datasets AI summary
Jeremiah Coholich, Justin Wit, Robert Azarcon, Zsolt Kira
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Approximating Global Contact-Implicit MPC Via Sampling and Local Complementarity AI summary
Sharanya Venkatesh, Bibit Bianchini, Alp Aydinoglu, William Yang, Michael Posa
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Rethinking the Practicality of Vision-Language-Action Model: A Comprehensive Benchmark and an Improved Baseline AI summary
Wenxuan Song, Jiayi Chen, Xiaoquan Sun, Huashuo Lei, Yikai Qin, wei zhao, Pengxiang Ding, Han Zhao, Tongxin Wang, Pengxu Hou, Zhide Zhong, Haodong Yan, Donglin Wang, Jun Ma, Haoang Li
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CDF-Glove: A Cable-Driven Force Feedback Glove for Dexterous Teleoperation AI summary
Huayue Liang, Ruochong Li, Yaodong Yang, Long Zeng, Yuanpei Chen and Xueqian Wang
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Surgeon Supervised Autonomous Surgical System for Oral and Maxillofacial Surgery AI summary
Qingchuan Ma, Etsuko Kobayashi, Kazuaki Hara, Junchen Wang, Ken Masamune, Hideyuki Suenaga, Yubo Fan
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Few-Shot Physics-Informed Neural Network for Shape Reconstruction of Concentric-Tube Robots AI summary
Navid Feizi, Filipe Pedrosa, Rajnikant V. Patel, Jagadeesan Jayender
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SuckTac: Camera-Based Tactile Sucker for Unstructured Surface Perception and Interaction AI summary
Ruiyong Yuan, Jieji Ren, Zhanxuan Peng, Qianyu Guo, Feifei Chen, Guoying Gu
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