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ICRA 2023

1655 papers · 0 AI summaries · 2023

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1013 result(s) for “Learning from Experience” Page 8 of 21
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Differentiable Parsing and Visual Grounding of Natural Language Instructions for Object Placement
Zirui Zhao, Wee Sun Lee, David Hsu
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Model-Based Policy Search Using Monte Carlo Gradient Estimation with Real Systems Application
Diego Romeres, Fabio Amadio, Alberto Dalla Libera, Riccardo Antonello, Daniel Nikovski, Ruggero Carli
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Collaborative Scheduling with Adaptation to Failure for Heterogeneous Robot Teams
Peng Gao, SRIRAM SIVA, Anthony Micciche, Hao Zhang
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Cloth Funnels: Canonicalized-Alignment for Multi-Purpose Garment Manipulation
Alper Canberk, Cheng Chi, Huy Ha, Benjamin Burchfiel, Eric Cousineau, Siyuan Feng, Shuran Song
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Safe Model-Based Control from Signal Temporal Logic Specifications Using Recurrent Neural Networks
Wenliang Liu, Mirai Duintjer Tebbens Nishioka, Calin Belta
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Safety-Guaranteed Skill Discovery for Robot Manipulation Tasks
Sunin Kim, Jaewoon Kwon, Taeyoon Lee, Younghyo Park, JULIEN PEREZ
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SyreaNet: A Physically Guided Underwater Image Enhancement Framework Integrating Synthetic and Real Images
Junjie Wen, Jinqiang Cui, Zhenjun Zhao, Ruixin YAN, Zhi Gao, Lihua Dou, Ben M. Chen
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Vision-Based Six-Dimensional Peg-In-Hole for Practical Connector Insertion
Kun Zhang, Chen Wang, Hua Chen, Jia Pan, Michael Yu Wang, Wei Zhang
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FreDSNet: Joint Monocular Depth and Semantic Segmentation with Fast Fourier Convolutions from Single Panoramas
Bruno Berenguel-Baeta, Jesús Bermúdez, Josechu Guerrero
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Reinforcement Learned Distributed Multi-Robot Navigation with Reciprocal Velocity Obstacle Shaped Rewards
Ruihua Han, Shengduo Chen, Shuaijun Wang, Zeqing Zhang, Rui Gao, QI HAO, Jia Pan
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A Probabilistic Rotation Representation for Symmetric Shapes with an Efficiently Computable Bingham Loss Function
Hiroya Sato, Takuya Ikeda, Koichi Nishiwaki
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Locate before Segment: Topology-Guided Retinal Layer Segmentation in Optical Coherence Tomography Images
Ye LU, Yutian SHEN, Xiaohan Xing, Max Q.-H. Meng
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Tree-Structured Policy Planning with Learned Behavior Models
Yuxiao Chen, Peter Karkus, Boris Ivanovic, Xinshuo Weng, Marco Pavone
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Keypoint-GraspNet: Keypoint-Based 6-DoF Grasp Generation from the Monocular RGB-D Input
Yiye Chen, Yunzhi Lin, Ruinian Xu, Patricio Vela
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Stereo Plane R-CNN: Accurate Scene Geometry Reconstruction Using Planar Segments and Camera-Agnostic Representation
Jan Wietrzykowski, Dominik Belter
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An Energy Based Control Architecture for Shared Autonomy
Federico Benzi, Federica Ferraguti, Giuseppe Riggio, Cristian Secchi
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Deep Unsupervised Visual Odometry Via Bundle Adjusted Pose Graph Optimization
Guoyu Lu
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Risk-Aware Path Planning via Probabilistic Fusion of Traversability Prediction for Planetary Rovers on Heterogeneous Terrains
Masafumi Endo, Tatsunori Taniai, Ryo Yonetani, Genya Ishigami
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Causal Inference for De-Biasing Motion Estimation from Robotic Observational Data
Junhong Xu, Kai Yin, Jason M. Gregory, Lantao Liu
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Inverse Perspective Mapping-Based Neural Occupancy Grid Map for Visual Parking
Xiangru Mu, Haoyang Ye, Daojun Zhu, Tongqing Chen, Tong Qin
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EWareNet: Emotion Aware Pedestrian Intent Prediction and Adaptive Spatial Profile Fusion for Social Robot Navigation
Venkatraman Narayanan, Bala Murali Manoghar Sai Sudhakar, Rama Prashanth Ramasamy Vijayakumar, Aniket Bera
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Neural Optimal Control Using Learned System Dynamics
Kazim Selim Engin, Volkan Isler
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Automatic Labeling to Generate Training Data for Online LiDAR-Based Moving Object Segmentation
Xieyuanli Chen, Benedikt Mersch, Lucas Nunes, Rodrigo Marcuzzi, Ignacio Vizzo, Jens Behley, Cyrill Stachniss
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SACPlanner: Real-World Collision Avoidance with a Soft Actor Critic Local Planner and Polar State Representations
Khaled Nakhleh, Minahil Raza, Mack Tang, Matthew Andrews, Rinu Boney, Ilija Hadzic, Jeongran Lee, Atefeh Mohajeri, Karina Palyutina
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Data-Driven Spectral Submanifold Reduction for Nonlinear Optimal Control of High-Dimensional Robots
John Irvin Alora, Mattia Cenedese, Edward Schmerling, George Haller, Marco Pavone
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Differentiable Collision Detection for a Set of Convex Primitives
Kevin Tracy, Taylor Howell, Zachary Manchester
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SHINE-Mapping: Large-Scale 3D Mapping Using Sparse Hierarchical Implicit Neural Representations
Xingguang Zhong, Yue Pan, Jens Behley, Cyrill Stachniss
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Descriptor Distillation for Efficient Multi-Robot SLAM
Xiyue Guo, Junjie Hu, Hujun Bao, Guofeng Zhang
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Monocular Visual-Inertial Depth Estimation
Diana Wofk, Rene Ranftl, Matthias Müller, Vladlen Koltun
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High Resolution Point Clouds from mmWave Radar
Akarsh Prabhakara, TAO JIN, Arnav Das, Gantavya Bhatt, Lilly Kumari, Elahe soltanaghai, Jeff Bilmes, Swarun Kumar, Anthony Rowe
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Planning with Occluded Traffic Agents Using Bi-Level Variational Occlusion Models
Filippos Christianos, Peter Karkus, Boris Ivanovic, Stefano V. Albrecht, Marco Pavone
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CMG-Net: An End-To-End Contact-Based Multi-Finger Dexterous Grasping Network
Mingze Wei, Yaomin Huang, Zhiyuan Xu, Ning Liu, Zhengping Che, Xinyu ZHANG, Chaomin Shen, Feifei Feng, Chun Shan, Jian Tang
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Robust Navigation with Cross-Modal Fusion and Knowledge Transfer
Wenzhe Cai, Guangran Cheng, Lingyue Kong, Lu Dong, Changyin Sun
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SDF-Based Graph Convolutional Q-Networks for Rearrangement of Multiple Objects
Hogun Kee, Minjae Kang, Dohyeong Kim, JaeGoo Choy, Songhwai Oh
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GNN-Based Point Cloud Maps Feature Extraction and Residual Feature Fusion for 3D Object Detection
Wei-Hsiang Liao, Chieh-Chih Wang, Wen-Chieh Lin
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DribbleBot: Dynamic Legged Manipulation in the Wild
Yandong Ji, Gabriel Margolis, Pulkit Agrawal
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Real-Time Event Simulation with Frame-Based Cameras
Andreas Ziegler, Daniel Teigland, Jonas Tebbe, Thomas Gossard, Andreas Zell
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Towards Unsupervised Filtering of Millimetre-Wave Radar Returns for Autonomous Vehicle Road Following
Dean Sacoransky, Joshua A. Marshall, Keyvan Hashtrudi-Zaad
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Improved Benthic Classification Using Resolution Scaling and SymmNet Unsupervised Domain Adaptation
Heather Doig, Oscar Pizarro, Stefan B. Williams
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Object-Aware Monocular Depth Prediction with Instance Convolutions
Enis Simsar, Evin Pinar Örnek, Fabian Manhardt, Helisa Dhamo, Nassir Navab, Federico Tombari
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A Social Referencing Disambiguation Framework for Domestic Service Robots
Kevin Fan, Melanie Jouaiti, Ali Noormohammadi-Asl, Kerstin Dautenhahn, Chrystopher Nehaniv
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Autonomous Navigation in Unknown Environments with Sparse Bayesian Kernel-Based Occupancy Mapping
Duong, Thai,Yip, Michael C.,Atanasov, Nikolay
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Design and Development of a Hydrogel-Based Soft Sensor for Multi-Axis Force Control
Yichen Cai, David Hardman, Fumiya Iida, Thomas George Thuruthel
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Efficient Speed Planning for Autonomous Driving in Dynamic Environment with Interaction Point Model
Yingbing Chen, Ren XIN, Jie CHENG, Qingwen Zhang, Xiaodong Mei, Ming Liu, Lujia Wang
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Sim2Real^2: Actively Building Explicit Physics Model for Precise Articulated Object Manipulation
Liqian Ma, Jiaojiao Meng, Shuntao Liu, Weihang Chen, Jing Xu, Rui Chen
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Self-Supervised Cloth Reconstruction Via Action-Conditioned Cloth Tracking
Zixuan Huang, Xingyu Lin, David Held
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Data-Driven Loop Closure Detection in Bathymetric Point Clouds for Underwater SLAM
Jiarui Tan, Ignacio Torroba Balmori, Yiping Xie, John Folkesson
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Throwing Objects into a Moving Basket While Avoiding Obstacles
Hamidreza Kasaei, Mohammadreza Kasaei
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Low-Level Controller in Response to Changes in Quadrotor Dynamics
Jaekyung Cho, Chan Kim, Mohamed Khalid M Jaffar, Michael W. Otte, Seong-Woo Kim
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Multi-Source Domain Adaptation for Unsupervised Road Defect Segmentation
JONGMIN YU, Hyeontaek Oh, Sebastiano Fichera, Paolo Paoletti, SHAN LUO
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