IROS 2024

1856 papers · 0 AI summaries · 2024

AI summary only

1808 result(s) for “Model Learning for Control” Page 11 of 37

	Title & Authors	Actions
	The Power of the Senses: Generalizable Manipulation from Vision and Touch through Masked Multimodal Learning Carmelo Sferrazza, Younggyo Seo, Hao Liu, Youngwoon Lee, Pieter Abbeel	View PDF
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	Learning Coordinated Maneuver in Adversarial Environments Zechen Hu, Manshi Limbu, Daigo Shishika, Xuesu Xiao, Xuan Wang	View PDF
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	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	View PDF
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	Cross-Observability Learning for Vehicle Routing Problems Ruifan Liu, Hyo-Sang Shin, Antonios Tsourdos	View PDF
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	Mastering Scene Rearrangement with Expert-Assisted Curriculum Learning and Adaptive Trade-Off Tree-Search Zan Wang, Hanqing Wang, Wei Liang	View PDF
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	Equivariant Ensembles and Regularization for Reinforcement Learning in Map-Based Path Planning Mirco Theile, Hongpeng Cao, Marco Caccamo, Alberto Sangiovanni Vincentelli	View PDF
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	ProSIP: Probabilistic Surface Interaction Primitives for Learning of Robotic Cleaning of Edges Christoph Unger, Christian Hartl-Nesic, Minh Nhat Vu, Andreas Kugi	View PDF
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	MPGNet: Learning Move-Push-Grasping Synergy for Target-Oriented Grasping in Occluded Scenes Dayou Li, Chenkun Zhao, Shuo Yang, Ran Song, Xiaolei Li, Wei Zhang	View PDF
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	Steering Decision Transformers Via Temporal Difference Learning Hao-Lun Hsu, Alper Kamil Bozkurt, Juncheng Dong, Qitong Gao, Vahid Tarokh, Miroslav Pajic	View PDF
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	DexSkills: Skill Segmentation Using Haptic Data for Learning Autonomous Long-Horizon Robotic Manipulation Tasks Xiaofeng Mao, Gabriele Giudici, Claudio Coppola, Kaspar Althoefer, Ildar Farkhatdinov, Zhibin (Alex) Li, Lorenzo Jamone	View PDF
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	Learning to Imitate Spatial Organization in Multi-Robot Systems Ayomide Oluwaseyi Agunloye, Sarvapali Ramchurn, Mohammad D. Soorati	View PDF
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	Self-Supervised Curriculum Generation for Autonomous Reinforcement Learning without Task-Specific Knowledge Sang-Hyun Lee, Seung-Woo Seo	View PDF
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	Towards Human-Centered Construction Robotics: A Reinforcement Learning-Driven Companion Robot for Contextually Assisting Carpentry Workers Yuning Wu, Jiaying Wei, Jean Oh, Daniel Cardoso Llach	View PDF
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	Reinforcement Learning with Generalizable Gaussian Splatting Jiaxu Wang, Qiang Zhang, Jingkai SUN, Jiahang Cao, Gang Han, Wen Zhao, Weining ZHANG, Yecheng Shao, Yijie Guo, Renjing Xu	View PDF
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	BaRiFlex: A Robotic Gripper with Versatility and Collision Robustness for Robot Learning Gu-Cheol Jeong, Arpit Bahety, Gabriel Pedraza, Ashish Deshpande, Roberto MartÃn-MartÃn	View PDF
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	GraspContrast: Self-Supervised Contrastive Learning with False Negative Elimination for 6-DoF Grasp Detection Wenshuo Wang, Haiyue Zhu, Marcelo H Ang Jr	View PDF
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	Dynamic Manipulation of Deformable Objects Using Imitation Learning with Adaptation to Hardware Constraints Eric Hannus, Tran Nguyen Le, David Blanco-Mulero, Ville Kyrki	View PDF
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	Learning a Shape-Conditioned Agent for Purely Tactile In-Hand Manipulation of Various Objects Johannes Pitz, Lennart Röstel, Leon Sievers, Darius Burschka, Berthold Bäuml	View PDF
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	Exploiting Hybrid Policy in Reinforcement Learning for Interpretable Temporal Logic Manipulation Hao Zhang, Hao Wang, Xiucai Huang, Wenrui Chen, Zhen Kan	View PDF
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	MoVEInt: Mixture of Variational Experts for Learning Human-Robot Interactions from Demonstrations Prasad, Vignesh,Kshirsagar, Alap,Koert, Dorothea,Stock-Homburg, Ruth,Peters, Jan,Chalvatzaki, Georgia	View PDF
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	Domain Randomization-Free Sim-To-Real : An Attention-Augmented Memory Approach for Robotic Tasks Jia Qu, Shun Otsubo, Tomoya Yamanokuchi, Takamitsu Matsubara, Shotaro Miwa	View PDF
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	Bio-Inspired Cable-Driven Actuation System for Wearable Robotic Devices: Design, Control and Characterization Ming Xu, Zhihao Zhou, Zezheng Wang, Lecheng Ruan, Jingeng Mai, Qining Wang	View PDF
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	Roofus: Learning-Based Robotic Moisture Mapping on Flat Rooftops with Ground Penetrating Radar Kevin Lee, Wei-Heng Lin, Talha Javed, Sruti Madhusudhan, Bilal Sher, Chen Feng	View PDF
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	Deep Ad-Hoc Sub-Team Partition Learning for Multi-Agent Air Combat Cooperation Songyuan Fan, Haiyin Piao, Yi Hu, Feng Jiang, Roushu Yang	View PDF
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	BEVLoc: Off-Road Aerial-To-Ground Localization and Matching Via Birds-Eye-View Synthesis Christopher Klammer, Michael Kaess	View PDF
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	Domain Adaptation in Visual Reinforcement Learning Via Self-Expert Imitation with Purifying Latent Feature Lin Chen, Jianan Huang, zhen zhou, Yaonan Wang, Yang Mo, Zhiqiang Miao, Kai Zeng, Mingtao Feng, Danwei Wang	View PDF
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	Learning Sampling Distribution and Safety Filter for Autonomous Driving with VQ-VAE and Differentiable Optimization Simon Idoko, basant sharma, Arun Kumar Singh	View PDF
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	PCDepth: Pattern-Based Complementary Learning for Monocular Depth Estimation by Best of Both Worlds Haotian Liu, Sanqing Qu, FAN LU, Zongtao Bu, Florian Roehrbein, Alois Knoll, Guang Chen	View PDF
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	Discovering Predictive Relational Object Symbols with Symbolic Attentive Layers Alper Ahmetoglu, Mehmet Batuhan Ãelik, Erhan Oztop, Emre Ugur	View PDF
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	Sim2real Cattle Joint Estimation in 3D Pointclouds Mohammad Okour, Alen Alempijevic, Raphael Falque	View PDF
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	StereoNavNet: Learning to Navigate Using Stereo Cameras with Auxiliary Occupancy Voxels Hongyu Li, Taskin Padir, Huaizu Jiang	View PDF
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	Autonomous Storytelling for Social Robot with Human-Centered Reinforcement Learning Lei Zhang, Chuanxiong Zheng, Hui Wang, Randy Gomez, Eric Nichols, Guangliang Li	View PDF
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	Learning to Recover from Plan Execution Errors During Robot Manipulation: A Neuro-Symbolic Approach Namasivayam Kalithasan, Arnav Tuli, Vishal Bindal, Himanshu Gaurav Singh, Parag Singla, Rohan Paul	View PDF
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	Enhancing Reinforcement Learning in Sensor Fusion: A Comparative Analysis of Cubature and Sampling-Based Integration Methods for Rover Search Planning Jan-Hendrik Ewers, Sarah Swinton, Dave Anderson, Euan William McGookin, Douglas Thomson	View PDF
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	Safety-Aware Causal Representation for Trustworthy Offline Reinforcement Learning in Autonomous Driving Lin, Haohong,Ding, Wenhao,Liu, Zuxin,Niu, Yaru,Zhu, Jiacheng,Niu, Yuming,Zhao, Ding	View PDF
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	ARCADE: Scalable Demonstration Collection and Generation Via Augmented Reality for Imitation Learning Yue Yang, Bryce Ikeda, Gedas Bertasius, Daniel J. Szafir	View PDF
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	Graph Neural Network-Based Multi-Agent Reinforcement Learning for Resilient Distributed Coordination of Multi-Robot Systems Anthony Goeckner, Yueyuan Sui, Nicolas Martinet, Xinliang Li, Qi Zhu	View PDF
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	2mm Diameter Continuum Robot Tools for Suturing in Open Spina Bifida Repair Arion Law, Nillan Nimal, Paul Hoseok Kang, Radian Gondokaryono, James Drake, Tim Van Mieghem, Thomas Looi	View PDF
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	HyperTaxel: Hyper-Resolution for Taxel-Based Tactile Signals through Contrastive Learning Hongyu Li, Snehal Dikhale, Jinda Cui, Soshi Iba, Nawid Jamali	View PDF
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	Embodied AI with Two Arms: Zero-Shot Learning, Safety and Modularity Jacob Varley, Sumeet Singh, Deepali Jain, Krzysztof Choromanski, Andy Zeng, Somnath Basu Roy Chowdhury, Avinava Dubey, Vikas Sindhwani	View PDF
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	D3G: Learning Multi-Robot Coordination from Demonstrations Yizhi Zhou, WANXIN JIN, Xuan Wang	View PDF
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	Learning Fine Pinch-Grasp Skills Using Tactile Sensing from a Few Real-World Demonstrations Xiaofeng Mao, Yucheng Xu, Ruoshi Wen, Mohammadreza Kasaei, Wanming Yu, Efi Psomopoulou, Nathan Lepora, Zhibin (Alex) Li	View PDF
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	Leveraging Neural Radiance Field in Descriptor Synthesis for Keypoints Scene Coordinate Regression Huy Hoang Bui, Bach-Thuan Bui, Dinh Tuan Tran, Joo-Ho Lee	View PDF
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	CMR-Agent: Learning a Cross-Modal Agent for Iterative Image-To-Point Cloud Registration Gongxin Yao, Yixin Xuan, Xinyang Li, Yu Pan	View PDF
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	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	View PDF
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	Hierarchical Consensus-Based Multi-Agent Reinforcement Learning for Multi-Robot Cooperation Tasks Pu Feng, Junkang Liang, Size Wang, Xin Yu, Xin Ji, Yiting Chen, kui zhang, Rongye Shi, Wenjun Wu	View PDF
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	Cross-Modal Self-Supervised Learning with Effective Contrastive Units for LiDAR Point Clouds Mu Cai, Chenxu Luo, Yong Jae Lee, Xiaodong Yang	View PDF
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	Mitigating Adversarial Perturbations for Deep Reinforcement Learning Via Vector Quantization Tung Luu, Thanh Nguyen, Joshua Tian Jin Tee, Sungwoong Kim, Chang D. Yoo	View PDF
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	Self Supervised Detection of Incorrect Human Demonstrations: A Path Toward Safe Imitation Learning by Robots in the Wild Noushad Sojib, Momotaz Begum	View PDF
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	Ag2Manip: Learning Novel Manipulation Skills with Agent-Agnostic Visual and Action Representations Puhao Li, Tengyu Liu, Yuyang Li, Muzhi Han, Haoran Geng, Shu Wang, Yixin Zhu, Song-Chun Zhu, Siyuan Huang	View PDF
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