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2887 result(s) for “Deep Learning in Robotics and Automation” Page 6 of 58
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MADR: MPC-Guided Adversarial Deepreach AI summary
Ryan Teoh, Sander Tonkens, William Sharpless, Aijia Yang, Zeyuan Feng, Somil Bansal, Sylvia Herbert
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Semantic Hierarchy-Guided Adversarial Attack for Autonomous Driving AI summary
Gwangbin Kim, SeungJun Kim
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A Policy Model Based Efficient and Accurate Scene Recognition Method for Service Robot AI summary
Shaopeng Liu, Guanzhong Zhou, Chao Huang
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Transfer Your Safety: Learning Transferable Model-Free Safety Filters from a Single Policy to Enhance Safety across Diverse Tasks AI summary
Junjun Xie, Siru Li, Shuhao Zhao, Xiaochen Xie and Liang Hu∗
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Suppressing Initial Force Overshoot Using Admittance Filter and ASMC under Contact Location Uncertainty AI summary
Sejik Oh, Yi Gyeom Kim, Hyojin Jo, Dogyun Park, Nam Kyu Kwon
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MTIL: Encoding Full History with Mamba for Temporal Imitation Learning AI summary
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KALIKO: Kalman-Implicit Koopman Operator Learning for Prediction of Nonlinear Dynamical Systems AI summary
Albert H. Li, Ivan Dario Jimenez Rodriguez Rodriguez, Joel Burdick, Yisong Yue, Aaron Ames
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AutoFocus-IL: VLM-Based Saliency Maps for Data-Efficient Visual Imitation Learning without Extra Human Annotations AI summary
Litian Gong, Fatemeh Bahrani, Yutai Zhou, Amin Banayeeanzade, Jiachen Li, Erdem Bıyık
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Simulation-Augmented Hysteresis Compensation in Continuum Surgical Robots Via Residual Learning AI summary
Haolin Jiang, Thiusius R. Savarimuthu, Di Wu
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Mis: Light Response Agent for Video Comment with Multimodal Informative Seeking AI summary
Dong Zhang, Tongfei Shen, Zhiyu Tang, Shoushan Li, Guodong Zhou
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From Dream to Action: Hierarchical Policy Learning with 3D World Imagination for Robotic Manipulation AI summary
Wenshuo Wang, Ruiteng Zhao, Tat Joo Teo, Marcelo H Ang Jr, Haiyue Zhu
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Morphogenetic Assembly and Adaptive Control for Heterogeneous Modular Robots AI summary
Chongxi Meng, Da Zhao, Yifei Zhao, Minghao Zeng, Yanmin Zhou, Zhipeng Wang, Bin He
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The Impact of Motor Action on Language Acquisition and Action-Verb Learning in a Robot AI summary
Zakaria LEMHAOURI, Laura Cohen, Ann Nowé, Lola Canamero
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Reinforcement Learning for Robust Athletic Intelligence: Lessons from the 2nd �AI Olympics with RealAIGym� Competition AI summary
Felix Wiebe, Niccolò Turcato, Alberto Dalla Libera, Jean Seong Bjorn Choe, Bumkyu Choi, Tim Faust, Habib Maraqten, Erfan Aghadavoodi Jolfaei, Marco Calì, Alberto Sinigaglia, Giulio Giacomuzzo, Ruggero Carli, Diego Romeres, Jong-kook Kim, Gian Antonio Susto, Shubham Vyas, Dennis Mronga, Boris Belousov, Jan Peters, Frank Kirchner, Shivesh Kumar
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TOLEBI: Learning Fault-Tolerant Bipedal Locomotion Via Online Status Estimation and Fallibility Rewards AI summary
Hokyun Lee, Woo-Jeong Baek, Junhyeok Cha, Jaeheung Park
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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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ARTEMIS: Active Real-Time Textured Environment Meshing with Interactive Semantics AI summary
Yigu Ge, Zhenhuan Ma, Shihao Tang, Yangxi Shi, Xinkai Liang, Hao Fang
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Continual-RL for Generalization in Autonomous Racing on the RoboRacer Platform AI summary
Joel Siegert, Edoardo Ghignone, Michele Magno
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Efficient Hierarchical Reinforcement Learning with Dynamic Kolmogorov�Arnold Network for Long-Horizon Robotic Manipulation AI summary
Yuke Qu, Junkai Ren, Jiawei Luo, Yufeng Xie, Huimin Lu, Xin Xu, Yicong Ye
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Structured Diversity Control: A Dual-Level Framework for Group-Aware Multi-Agent Coordination AI summary
Shuocun Yang, Huawen Hu, Xuan Liu, Yincheng Yao, Enze Shi, Shu Zhang
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PokeFlex: A Real-World Dataset of Volumetric Deformable Objects for Robotics AI summary
Jan Obrist, Miguel Angel Zamora Mora, Hehui Zheng, Ronan Hinchet, Firat Ozdemir, Juan Jose Zarate, Robert Kevin Katzschmann, Stelian Coros
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DexFruit: Dexterous Manipulation and Gaussian Splatting Inspection of Fruit AI summary
Aiden Swann, Alex Qiu, Matthew Strong, Angelina Zhang, Samuel Morstein, Kai Rayle, Monroe Kennedy
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Hybrid Rigid-Soft Robotic Gripper with Shape Adaptation, Uniform Force Distribution, and Self-Locking Capabilities AI summary
Xi Chen,,, Yun Wang,,, Lichao Yang,, Haitao Li, Ya Xiong,∗
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Dream to Fly: Model-Based Reinforcement Learning for Vision-Based Drone Flight AI summary
Angel Romero, Ashwin Shenai, Ismail Geles, Elie Aljalbout, Davide Scaramuzza
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Drive in Corridors: Enhancing the Safety of End-To-End Autonomous Driving Via Corridor Learning and Planning AI summary
Zhiwei Zhang, Ruichen Yang, Ke Wu, Zijun Xu, Jingchu Liu, Lisen Mu, Zhongxue Gan, Wenchao Ding
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QP Chaser: Polynomial Trajectory Generation for Autonomous Aerial Tracking AI summary
Yunwoo Lee, Jungwon Park, Seungwoo Jung, Boseong Jeon, Dahyun Oh, H. Jin Kim
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MV3D: Multi-View 3D Reconstruction of Objects Using Forward-Looking Sonar AI summary
Nael Jaber, Bilal Wehbe, Leif Christensen, Frank Kirchner
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Goal-VLA: Image-Generative VLMs as Object-Centric World Models Empowering Zero-shot Robot Manipulation AI summary
Haonan Chen, Jingxiang Guo, Bangjun Wang, Tianrui Zhang, Xuchuan Huang, Yiwen Hou, Boren Zheng, Chenrui Tie, Jiajun Deng, Lin Shao
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Robot Control Stack: A Lean Ecosystem for Robot Learning at Scale AI summary
Tobias Thomas Jülg, Pierre Krack, Seongjin Bien, Yannik Blei, Khaled Gamal, Ken Nakahara, Johannes Hechtl, Roberto Calandra, Wolfram Burgard, Florian Walter
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RoA-Planner: Rotatable Area-Based Path Planner in Dense Spaces AI summary
Hyouk Ryeol Choi, Yeongwoo Son, Hyunyong Lee, Hansol Kang, Ji Man Park, SeongWon Nam, JaeYoung Oh, Bumsu Yi, Junha Song, SooYeon Choi, Bogeun Kim, daegeun song
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LARVO-RRT*: Learning Guided Adaptive Reconfiguration with Vector Field Oriented RRT* AI summary
Wijenayaka Kankanamge Rishan Sachinthana, Bhagya Prasangi Samarakoon Samarakoon Mudiyanselage, Viraj Jagathpriya Muthugala Muthugala Arachchige, Mohan Rajesh Elara
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Sight Over Site: Perception-Aware Reinforcement Learning for Efficient Robotic Inspection AI summary
Richard Kuhlmann, Jakob Wolfram, Boyang Sun, Jiaxu Xing, Davide Scaramuzza, Marc Pollefeys, Cesar Cadena
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Self-Supervised Consistency Enhanced Disentangled Learning for Neural Decoding Generalization in Brain-Machine Interfaces AI summary
Jiyu Wei, Di Hong, Zhanjie Zhang, Dazhong Rong, Qinming He, Yueming Wang
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SonarSweep: Fusing Sonar and Vision for Robust 3D Reconstruction Via Plane Sweeping AI summary
Lingpeng Chen, Jiakun Tang, Pui Yi Chui, Junfeng Wu, Ziyang Hong
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Using Non-Expert Data to Robustify Imitation Learning Via Offline Reinforcement Learning AI summary
Kevin Huang, Rosario Scalise, Cleah Winston, Ayush Agrawal, Yunchu Zhang, Rohan Baijal, Markus Grotz, Byron Boots, Benjamin Burchfiel, Hongkai Dai, Masha Itkina, Paarth Shah, Abhishek Gupta
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Diff-VIO: A Diffusion Model-Based Pose Optimizer for Visual Inertial Odometry AI summary
Wenyuan Qin, Xiangxi Kong, Sizhuo Zhang, Hao XU, Xiwang Dong
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M2R2: MultiModal Robotic Representation for Temporal Action Segmentation AI summary
Daniel Sliwowski, Dongheui Lee
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Scalable Multi-Objective Robot Reinforcement Learning through Gradient Conflict Resolution AI summary
Humphrey James Lee Munn, Brendan Tidd, Peter Bohm, Marcus Gallagher, David Howard
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Robust Robot Navigation through Failure-Aversion Learning AI summary
Zhifeng Yu, Xuyang Li, Jianwu Fang, Guangliang Li, Jianru Xue
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ManeuverNet: A Soft Actor-Critic Framework for Precise Maneuvering of Double-Ackermann-Steering Robots with Optimized Reward Functions AI summary
Kohio Deflesselle, Mélodie DANIEL, Aly Magassouba, Miguel Aranda, Olivier Ly
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Shear-Based Grasp Control for Multi-Fingered Underactuated Tactile Robotic Hands AI summary
Christopher Ford, Haoran Li, Manuel Giuseppe Catalano, Matteo Bianchi, Efi Psomopoulou, Nathan Lepora
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VOCALoco: Viability-Optimized Cost-Aware Adaptive Locomotion AI summary
Stanley Wu, Mohamad Hosein Danesh, Simon Li, Hanna Yurchyk, Amin Abyaneh, Anas El Houssaini, David Paul Meger, Hsiu-Chin Lin
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DreamFlow: Local Navigation Beyond Observation Via Conditional Flow Matching in the Latent Space AI summary
Jiwon Park, Dongkyu Lee, I Made Aswin Nahrendra, Jaeyoung Lim, Hyun Myung
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TOPO-Bench: An Open-Source Topological Mapping Evaluation Framework with Quantifiable Perceptual Aliasing AI summary
Jiaming Wang, Jizhuo Chen, Diwen Liu, Jiaxuan Da, Jiamo Hu, Zhiwei Xue, Linh Kästner, Harold Soh
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Markerless Robot Detection and 6D Pose Estimation for Multi-Agent SLAM AI summary
Markus Rueggeberg, Maximilian Ulmer, Maximilian Durner, Wout Boerdijk, Marcus Gerhard Müller, Rudolph Triebel, Riccardo Giubilato
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Modeling and Reinforcement Learning-Based Control of Simultaneous Positive and Negative Pressure Generation in Pneumatic Systems AI summary
Sang Hyeon Park, Myeongyun Doh, Chanyong Park, Tuan Luong, Hyouk Ryeol Choi, Ja Choon Koo, Hugo Rodrigue, Hyungpil Moon
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Efficient Alignment of Unconditioned Action Prior for Language-Conditioned Pick and Place in Clutter AI summary
Kechun Xu, Xunlong Xia, Kaixuan Wang, Yifei Yang, Yunxuan Mao, Bing Deng, Jieping Ye, Rong Xiong, Yue Wang
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A Semantic and Occlusion-Aware GM-PHD Filter AI summary
Jovan Menezes, Mark Campbell
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Angle-I2P: Angle-Consistent-Aware Hierarchical Attention for Cross-Modality Outlier Rejection AI summary
Muyao Peng, Shun Zou, Pei An, You Yang, Qiong Liu
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BOSS: Benchmark for Observation Space Shift in Long-Horizon Task AI summary
Yue Yang, Linfeng Zhao, Mingyu Ding, Gedas Bertasius, Daniel J. Szafir
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