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2842 result(s) for “Model Learning for Control” Page 17 of 57
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Quantization of DRL Models for Embedded Microcontrollers AI summary
Peter Bohm, Pauline Pounds, Peyman Moghadam, Archie Chapman, Jen Jen Chung
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Generative Adversarial Imitation Learning for Robot Swarms: Learning from Human Demonstrations and Trained Policies AI summary
Mattes Kraus, Jonas Kuckling
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Multi-Robot Collision Avoidance with Probabilistic Mahalanobis Distance Constraints AI summary
Zhaodong Chen, Dingfu Liu, Chuqing Feng, Yunxiao Shan
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A Spatiotemporal Brain Activity Visualization and Assessment Framework for Human-Robot Cognitive Interaction Training AI summary
Zonghai Huang, Lianchi Zhang, Jingting Zhang, Fengjun Mu, Rui Huang, Hong Cheng
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Integrating Autonomy into Bioinspired Soft Robot � the Bionic Turtle Walker AI summary
Falk Tauber, Sebastian Ruppert, Thomas Speck
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Dream2Flow: Bridging Video Generation and Open-World Manipulation with 3D Object Flow AI summary
Karthik Dharmarajan, Wenlong Huang, Jiajun Wu, Li Fei-Fei, Ruohan Zhang
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See, Plan, Cut: MPC-Based Autonomous Volumetric Robotic Laser Surgery with OCT Guidance AI summary
Ravi Prakash, Vincent Wang, Arpit Mishra, Devi Yuliarti, Pei Zhong, Ryan McNabb, Patrick Codd, Leila Bridgeman
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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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Real-Time Generation of Near-Minimum-Energy Trajectories Via Constraint-Informed Residual Learning AI summary
Domenico Dona', Giovanni Franzese, Cosimo Della Santina, Paolo Boscariol, Basilio Lenzo
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MoRe-ERL: Learning Motion Residuals Using Episodic Reinforcement Learning AI summary
Xi Huang, Hongyi Zhou, Ge Li, Yucheng Tang, Weiran Liao, Björn Hein, Tamim Asfour, Rudolf Lioutikov
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Reinforcement Learning for Stair Locomotion of a Wheeled Bipedal Robot with Contact-Guided Behavior Cloning AI summary
Yi Gyeom Kim, Sejik Oh, Hyojin Jo, Dogyun Park, Nam Kyu Kwon
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INSIGHT: INference-Time Sequence Introspection for Generating Help Triggers in Vision-Language-Action Models AI summary
Ulas Berk Karli, Ziyao Shangguan, Tesca Fitzgerald
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MAGNIFIED: RL Fine-Tuning of Multimodal Large Language Models for Motion Planning AI summary
Letian Chen, Yiren Lu, Justin Fu, Yichen Xie, Runsheng Xu, Jyh-Jing Hwang, Benjamin Sapp, Dragomir Anguelov
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Investigating the Role of Implicit Signals in Adaptive User-Aware Human-Robot Interactions AI summary
Bálint Gucsi, Nguyen Tan Viet Tuyen, Bing Chu, Danesh Tarapore, Long Tran-Thanh
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Learning View-Invariant Sign Language Representations Via Dual-Stream Contrastive Learning AI summary
Yuting Peng, Yuecong Min, Xilin Chen
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COLSON: Controllable Learning-Based Social Navigation Via Diffusion-Based Reinforcement Learning AI summary
Kohei Matsumoto, Yuki Tomita, Yuki Hyodo, Ryo Kurazume
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SurgIRL: Towards Life-Long Learning for Surgical Automation by Incremental Reinforcement Learning AI summary
Yun-Jie Ho, Zih-Yun Chiu, Yuheng Zhi, Michael C. Yip
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Robust Sensitivity-Aware Chance-Constrained MPC for Efficient Handling of Multiple Uncertainty Sources AI summary
James Zhu, Thierry Simeon, Marco Cognetti
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ViTaS: Visual Tactile Soft Fusion Contrastive Learning for Visuomotor Learning AI summary
Yufeng Tian, Shuiqi Cheng, Tianming Wei, Tianxing Zhou, Yuanhang Zhang, Zixian Liu, Qianwei Han, Zhecheng Yuan, Huazhe Xu
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Anatomical Prior-Driven Framework for Autonomous Robotic Cardiac Ultrasound Standard View Acquisition AI summary
Zhiyan Cao, Zhengxi Wu, Yiwei Wang, Pei-Hsuan Lin, Li Zhang, ZHEN XIE, Huan Zhao, Han Ding
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X-MOS: A Heterogeneous Cross-LiDAR Generalization Framework for Moving Object Segmentation AI summary
Minjae Lee, Ilhwan Ha, Sang-Min Choi, Gun-Woo Kim, Suwon Lee
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Imagine2Act: Leveraging Object-Action Motion Consistency from Imagined Goals for Robotic Manipulation AI summary
Liang Heng, Jiadong XU, Yiwen Wang, Xiaoqi Li, Muhe Cai, Yan Shen, Juan Zhu, Guanghui Ren, Hao Dong
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Enabling Embodied Human-Robot Co-Learning: Requirements, Method, and Test with Handover Task AI summary
Emma M. van Zoelen, Hugo Veldman-Loopik, Karel van den Bosch, Mark Neerincx, David A. Abbink, Luka Peternel
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Fitts' List Revisited: An Empirical Study on Function Allocation in a Two-Agent Physical Human-Robot Collaborative Position/Force Task AI summary
Nicky Mol, J. Micah Prendergast, David A. Abbink, Luka Peternel
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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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U2E: Uncertainty-Aware Modeling and Uncertainty-Guided Exploration with Deep Ensemble for Quadrupedal Robot AI summary
Zitong Bai, Yince Gao, Naiyuan Liu, Yiming Huang, Xiaolong Yu, Wei Wang
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Dynamically Feasible Trajectory Generation with Optimization-Embedded Networks for Autonomous Flight AI summary
Zhichao Han, Long Xu, Liuao Pei, Fei Gao
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GeoGS-SLAM: Online Monocular Reconstruction Using Gaussian Splatting with Geometric Priors AI summary
Ruilan Gao, Letian Jin, Yu Zhang
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ILCL: Inverse Logic-Constraint Learning from Temporally Constrained Demonstrations AI summary
Minwoo Cho, Jaehwi Jang, Daehyung Park
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Non-Submodular Visual Attention for Robot Navigation AI summary
Reza Vafaee, Kian Behzad, Milad Siami, Luca Carlone, Ali Jadbabaie
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Crowd-FM: Learned Optimal Selection of Conditional Flow Matching-Generated Trajectories for Crowd Navigation AI summary
Antareep Singha, Laksh Nanwani, Mathai Mathew Pulicken, Samkit Jain, Phani Teja Singamaneni, Arun Kumar Singh, Madhava Krishna
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Learning Contact Tasks Skills Based on DMP and Affordance Templates AI summary
Hunjo Lee, Gi-Hun Yang
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Synthetic vs. Real Training Data for Visual Navigation AI summary
Lauri Aleksanteri Suomela, Sasanka Kuruppu Arachchige, German F. Torres, Harry Edelman, Joni-Kristian Kamarainen
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An Efficient Learning-Based Task Planning Approach Using a Bio-Inspired Action Context-Free Grammar for Bimanual Manipulation AI summary
Carmona David, Jun Yang, Haoyong Yu
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The iMETRO Dynamic Simulation: An Open-Source Simulator for Intravehicular Space Robotics Research AI summary
Nikki Hart, Nathan Dunkelberger, Erik Holum, Lydia Kavraki, Emma Zemler, Shaun Azimi
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OWOD-FSL: Open-World Object Detection Via Few-Shot Learning and Dynamic Prototypes AI summary
Zhiwei Li, Zhiyu Zhang, Yang Zhou, Jianping Li, Tianyu Shen, Li Wang, Fengli Lu, Huaping Liu, Kunfeng Wang
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Learn to Teach: Sample-Efficient Privileged Learning for Humanoid Locomotion Over Real-World Uneven Terrain AI summary
Feiyang Wu, Xavier Nal, Jaehwi Jang, Wei Zhu, Zhaoyuan Gu, Anqi Wu, Ye Zhao
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Task-Parameterized Motion Learning with Time-Sensitive Constraints AI summary
Julian Richter, João P. Oliveira, Christian Scheurer, Jochen J. Steil, Niels Dehio
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One Filter to Deploy Them All: Robust Safety for Quadrupedal Navigation in Unknown Environments AI summary
Albert Lin, Shuang Peng, Somil Bansal
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Lyapunov Stability-Driven Control Algorithm for Heterogeneous Multi-Robot Coordination AI summary
Fatemeh Rekabi Bana, Mazen Bahaidarah, Ognjen Marjanovic, Farshad Arvin
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NaturalVLM: Leveraging Fine-Grained Natural Language for Affordance-Guided Visual Manipulation AI summary
Ran Xu, Yan Shen, Xiaoqi Li, Ruihai Wu, Hao Dong
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Instrumentation for Imitation Learning: Enhancing Training Datasets for Clothes Hanger Insertion AI summary
Remko Proesmans, Thomas Lips, Francis wyffels
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Robust LPV Modeling of Precision Motion Systems Via Edge-Theorem Verification AI summary
Yazan Al-Rawashdeh, Mohammad Al Janaideh
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Overcoming Explicit Environment Representations with Geometric Fabrics AI summary
Max Spahn, Saray Bakker, Javier Alonso-Mora
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NavGSim: High-Fidelity Gaussian Splatting Simulator for Large-Scale Navigation AI summary
Jiahang Liu, Yuanxing Duan, Jiazhao Zhang, Minghan Li, Shaoan Wang, Zhizheng Zhang, He Wang
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Unsupervised Domain Adaptation for Robust Imitation Learning under Visual Perturbations AI summary
Yasuhiro Kato, Thomas Westfechtel, Jen-Yen Chang, Naoki Morihira, Akinobu Hayashi, Tatsuya Harada, Takayuki Osa
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Learning Problem Decomposition for Efficient Sequential Multi-Object Manipulation Planning (resubmitted) AI summary
Yan Zhang, Teng Xue, Amirreza Razmjoo, Sylvain Calinon
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Quasimetric Decision Transformers: Enhancing Goal-Conditioned Reinforcement Learning with Structured Distance Guidance AI summary
MADHAV GOYANI, Heidar Davoudi, Mehran Ebrahimi
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LighterBEV: LiDAR Global Localization Meets Online Learning AI summary
BinHong Liu, Tao Yang, Haoji Cao, Shuqi FU, YangWang Fang, Zhi Yan
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Task Generalization with Pathwise Conditioning of Gaussian Process for Learning from Demonstration AI summary
Adrian Prados, Gonzalo Espinoza, Alberto Mendez, Ramon Barber
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