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ICRA 2024

2337 papers · 0 AI summaries · 2024

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1415 result(s) for “Learning from Demonstration” Page 9 of 29
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DeRi-Bot: Learning to Collaboratively Manipulate Rigid Objects Via Deformable Objects
Zixing Wang, Ahmed H. Qureshi
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Fast Force-Closure Grasp Synthesis with Learning-Based Sampling
Wei Xu, Weichao Guo, Xu Shi, Xinjun Sheng, Xiangyang Zhu
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EVOLVER: Online Learning and Prediction of Disturbances for Robot Control
Jindou Jia, Wenyu Zhang, Kexin Guo, Jianliang Wang, Xiang Yu, Yang Shi, Lei Guo
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Learning Multi-Scale Context Mask-RCNN Network for Slant Angled Aerial Imagery in Instance Segmentation Using Sim2Real
Qiranul Saadiyean, Samprithi S P, Suresh Sundaram
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Masked Visual-Tactile Pre-training for Robot Manipulation
Qingtao Liu, Qi Ye, Zhengnan Sun, Yu Cui, Gaofeng Li, Jiming Chen
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Multi-Task Learning of Active Fault-Tolerant Controller for Leg Failures in Quadruped Robots
Taixian Hou, Jiaxin Tu, Xiaofei Gao, Zhiyan Dong, Peng Zhai, Lihua ZHang
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Pay Attention to How You Drive: Safe and Adaptive Model-Based Reinforcement Learning for Off-Road Driving
Sean J. Wang, Honghao Zhu, Aaron M. Johnson
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Dynamic Coalition Formation and Routing for Multirobot Task Allocation Via Reinforcement Learning
Weiheng Dai, Aditya Bidwai, Guillaume Adrien Sartoretti
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Efficient Model Learning and Adaptive Tracking Control of Magnetic Micro-Robots for Non-Contact Manipulation
Yongyi Jia, Shu Miao, junjian zhou, Niandong Jiao, Lianqing Liu, Xiang LI
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Intrinsic Language-Guided Exploration for Complex Long-Horizon Robotic Manipulation Tasks
Eleftherios Triantafyllidis, Filippos Christianos, Zhibin (Alex) Li
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SynH2R: Synthesizing Hand-Object Motions for Learning Human-To-Robot Handovers
Sammy Christen, Lan Feng, Wei Yang, Yu-Wei Chao, Otmar Hilliges, Jie Song
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Learning-Based Model Predictive Control for an Autonomous Formula Student Racing Car
David Gomes, Miguel Botto, Pedro U. Lima
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CITR: A Coordinate-Invariant Task Representation for Robotic Manipulation
Peter So, Rafael Ignacio Cabral Muchacho, Robin Jeanne Kirschner, Abdalla Swikir, Luis Figueredo, Fares Abu-Dakka, Sami Haddadin
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Adaptive Contact-Implicit Model Predictive Control with Online Residual Learning
Wei-Cheng Huang, Alp Aydinoglu, WANXIN JIN, Michael Posa
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ViPlanner: Visual Semantic Imperative Learning for Local Navigation
Pascal Roth, Julian Nubert, Fan Yang, Mayank Mittal, Marco Hutter
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SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning
Jianlan Luo, Zheyuan Hu, Charles Xu, You Liang Tan, Jacob Herman Berg, Archit Sharma, Stefan Schaal, Chelsea Finn, Abhishek Gupta, Sergey Levine
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Learning Manipulation of Steep Granular Slopes for Fast Mini Rover Turning
Deniz Kerimoglu, Daniel Soto, Malone Lincoln Hemsley, Joseph Brunner, Sehoon Ha, Tingnan Zhang, Daniel Goldman
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Approximate Multiagent Reinforcement Learning for On-Demand Urban Mobility Problem on a Large Map
Daniel Garces, Sushmita Bhattacharya, Dimitri Bertsekas, Stephanie Gil
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PathRL: An End-To-End Path Generation Method for Collision Avoidance Via Deep Reinforcement Learning
Wenhao Yu, Jie Peng, Quecheng Qiu, Hanyu Wang, Lu Zhang, Jianmin Ji
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Efficient Hierarchical Reinforcement Learning for Mapless Navigation with Predictive Neighbouring Space Scoring
Yan Gao, Jing Wu, Xintong Yang, Ze Ji
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A Simple Computationally Efficient Path ILC for Industrial Robotic Manipulators
Michael Schwegel, Andreas Kugi
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Transformer-CNN Cohort: Semi-Supervised Semantic Segmentation by the Best of Both Students
Xu Zheng, Yunhao Luo, Chong Fu, Kangcheng Liu, Lin Wang
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Contact Energy Based Hindsight Experience Prioritization
Erdi Sayar, Zhenshan Bing, Carlo D'Eramo, Ozgur S. Oguz, Alois Knoll
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Multi-Agent Visual Coordination Using Optical Wireless Communication
Haruyuki Nakagawa, Asako Kanezaki
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SEQUEL: Semi-Supervised Preference-Based RL with Query Synthesis Via Latent Interpolation
Daniel Marta, Simon Holk, Christian Pek, Iolanda Leite
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Rethinking Social Robot Navigation: Leveraging the Best of Two Worlds
Amir Hossain Raj, Zichao Hu, Haresh Karnan, Rohan Chandra, amirreza payandeh, Luisa Mao, Peter Stone, Joydeep Biswas, Xuesu Xiao
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Manipulator As a Tail: Promoting Dynamic Stability for Legged Locomotion
Huang Huang, Antonio Loquercio, Ashish Kumar, Neerja Thakkar, Ken Goldberg, Jitendra Malik
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Learning to Estimate Incipient Slip with Tactile Sensing to Gently Grasp Objects
Dirk-Jan Boonstra, Laurence Willemet, Jelle Douwe Luijkx, Michael Wiertlewski
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One-Vs-All Semi-Automatic Labeling Tool for Semantic Segmentation in Autonomous Driving
Gu Jing
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Learning-Based Risk-Bounded Path Planning Under Environmental Uncertainty
Fei Meng, Liangliang Chen, Han Ma, Jiankun Wang, Max Q.-H. Meng
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Cross Domain Policy Transfer with Effect Cycle-Consistency
Ruiqi Zhu, Tianhong Dai, Oya Celiktutan
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Conflict Area Prediction for Boosting Search-Based Multi-Agent Pathfinding Algorithms
Jaesung Ryu, Youngjoon Kwon, Sangho Yoon, Kyungjae Lee
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Stackelberg Game-Theoretic Trajectory Guidance for Multi-Robot Systems with Koopman Operator
Yuhan Zhao, Quanyan Zhu
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Improved Generalization of Probabilistic Movement Primitives for Manipulation Trajectories
Xueyang Yao, Yinghan Chen, Bryan Patrick Tripp
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Shaping Social Robot to Play Games with Human Demonstrations and Evaluative Feedback
Chuanxiong Zheng, Lei Zhang, Hui Wang, Randy Gomez, Eric Nichols, Guangliang Li
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CausalAgents: A Robustness Benchmark for Motion Forecasting
Liting Sun, Rebecca Roelofs, Ben Caine, Khaled Refaat, Benjamin Sapp, Scott Ettinger, Wei Chai
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Evaluating Robustness of Visual Representations for Object Assembly Task Requiring Spatio-Geometrical Reasoning
Chahyon Ku, Carl Winge, Ryan Diaz, Wentao Yuan, Karthik Desingh
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A New Perspective of DL Testing Framework: Human-Computer Interaction Based Neural Network Testing
Wei Kong, li hu, du qianjin, cao huayang, KUANG XIAOHUI
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Close the Sim2real Gap Via Physically-Based Structured Light Synthetic Data Simulation
Kaixin Bai, Lei Zhang, Zhaopeng Chen, Fang Wan, Jianwei Zhang
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Bag of Views: An Appearance-Based Approach to Next-Best-View Planning for 3D Reconstruction
Sara Hatami Gazani, Matthew Tucsok, Iraj mantegh, Homayoun Najjaran
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DexDLO: Learning Goal-Conditioned Dexterous Policy for Dynamic Manipulation of Deformable Linear Objects
Sun Zhaole, Jihong Zhu, Robert Fisher
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A Guided Gaussian-Dirichlet Random Field for Scientist-In-The-Loop Inference in Underwater Robotics
Chad Samuelson, Joshua Mangelson
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CFDNet: A Generalizable Foggy Stereo Matching Network with Contrastive Feature Distillation
Zihua Liu, Yizhou Li, Masatoshi Okutomi
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Towards Generalizable Zero-Shot Manipulation Via Translating Human Interaction Plans
Homanga Bharadhwaj, Abhinav Gupta, Vikash Kumar, Shubham Tulsiani
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Stranger Danger! Identifying and Avoiding Unpredictable Pedestrians in RL-Based Social Robot Navigation
Sara Pohland, Alvin Tan, Prabal Dutta, Claire Tomlin
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UAV-Sim: NeRF-Based Synthetic Data Generation for UAV-Based Perception
Christopher Maxey, jaehoon Choi, Hyungtae Lee, Dinesh Manocha, Heesung Kwon
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SPRINT: Scalable Policy Pre-Training Via Language Instruction Relabeling
Jesse Zhang, Karl Pertsch, Jiahui Zhang, Joseph Lim
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Universal Visual Decomposer: Long-Horizon Manipulation Made Easy
Zichen Zhang, Yunshuang Li, Osbert Bastani, Abhishek Gupta, Dinesh Jayaraman, Yecheng Jason Ma, Luca Weihs
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Visual Noun Modifiers: The Problem of Binding Visual and Linguistic Cues
Mohamadreza Faridghasemnia, Jennifer Renoux, Alessandro Saffiotti
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Drive Anywhere: Generalizable End-To-End Autonomous Driving with Multi-Modal Foundation Models
Tsun-Hsuan Wang, Alaa Maalouf, Wei Xiao, Yutong Ban, Alexander Amini, Guy Rosman, Sertac Karaman, Daniela Rus
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