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1808 result(s) for “Model Learning for Control” Page 2 of 37
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Learning-Based Hierarchical Control: Emulating the Central Nervous System for Bio-Inspired Legged Robot Locomotion
GE SUN, Milad Shafiee, Peizhuo LI, Guillaume Bellegarda, Auke Ijspeert, Guillaume Adrien Sartoretti
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Control-Oriented Reinforcement Active Modeling Scheme for Hysteresis Compensation of Flexible Endoscopic Robot
Fan Ren, Xiangyu Wang, Yongchun Fang, Yanding Qin, Hongpeng Wang, Ningbo Yu, Jianda Han
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Reinforcement Learning of Dolly-In Filming Using a Ground-Based Robot
Philip Lorimer, Jack Saunders, Alan Joseph Hunter, Wenbin Li
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Preventing Catastrophic Forgetting in Continuous Online Learning for Autonomous Driving
Rui Yang, Zhi Yan, Tao Yang, Tomáï¿1⁄2 Krajník, Yassine Ruichek
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Data-Driven System Identification of Quadrotors Subject to Motor Delays
Jonas Eschmann, Dario Albani, Giuseppe Loianno
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AutoJoin: Efficient Adversarial Training against Gradient-Free Perturbations for Robust Maneuvering Via Denoising Autoencoder and Joint Learning
Michael Villarreal, Bibek Poudel, Ryan Wickman, Yu Shen, Weizi Li
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FNPG-NH: A Reinforcement Learning Framework for Flexible Needle Path Generation with Nonholonomic Constraints
Shah, Mukund,Patel, Niravkumar
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Learning Generalizable Manipulation Policy with Adapter-Based Parameter Fine-Tuning
Kai Lu, Kim Tien Ly, William Hebberd, kaichen zhou, Ioannis Havoutis, Andrew Markham
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MorAL: Learning Morphologically Adaptive Locomotion Controller for Quadrupedal Robots on Challenging Terrains
Zeren Luo, YINZHAO DONG, Xinqi Li, Rui Huang, Zhengjie Shu, Erdong Xiao, Peng Lu
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Scalability of Platoon-Based Coordination for Mixed Autonomy Intersections
Zhongxia Yan, Cathy Wu
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Multi-Modal Representation Learning with Tactile Data
Hyung-gun Chi, Jean Mercat, Jose Barreiros, Karthik Ramani, Thomas Kollar
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DexDribbler: Learning Dexterous Soccer Manipulation Via Dynamic Supervision
Yutong Hu, Kehan Wen, Fisher Yu
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Tactile Active Inference Reinforcement Learning for Efficient Robotic Manipulation Skill Acquisition
Zihao Liu, Xing Liu, Zhengxiong Liu, Yizhai Zhang, Panfeng Huang
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Model Predictive Control for Frenet-Cartesian Trajectory Tracking of a Tricycle Kinematic Automated Guided Vehicle
Akash John Subash, Daniel Kloeser, Jonathan Frey, Rudolf Reiter, Moritz Diehl, Karsten Bohlmann
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Robustifying Model-Based Locomotion by Zero-order Stochastic Nonlinear Model Predictive Control with Guard Saltation Matrix
Sotaro Katayama, Noriaki Takasugi, Mitsuhisa Kaneko, Norio Nagatsuka, Masaya Kinoshita
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Voltage Regulation in Polymer Electrolyte Fuel Cell Systems Using Gaussian Process Model Predictive Control
Xiufei Li, Miao Yang, miao zhang, Yuanxin Qi, Zhuowei Li, SENBIN YU, Wang Yuantao, linpeng shen, Xiang Li
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Disturbance-Aware Model Predictive Control of Underactuated Robotics Systems
Jiwon Kim, Min Jun Kim
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Feasibility-Guided Safety-Aware Model Predictive Control for Jump Markov Linear Systems
Zakariya Laouar, Qi Heng Ho, Rayan Mazouz, Tyler Becker, Zachary Sunberg
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Adaptive Model Predictive Control for Differential-Algebraic Systems towards a Higher Path Accuracy for Physically Coupled Robots
Xin Ye, Karl Handwerker, Sören Hohmann
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Neuromorphic Quadratic Programming for Efficient and Scalable Model Predictive Control
Ashish Rao Mangalore, Gabriel Andres Fonseca Guerra, Sumedh Risbud, Philipp Stratmann, Andreas Wild
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This Is the Way: Mitigating the Roll of an Autonomous Uncrewed Surface Vessel in Wavy Conditions Using Model Predictive Control
Daniel Jenkins, Joshua A. Marshall
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GMPC: Geometric Model Predictive Control for Wheeled Mobile Robot Trajectory Tracking
Jiawei TANG, Shuang Wu, Bo Lan, Yahui Dong, Yuqiang Jin, Guangjian Tian, Wen-An Zhang, Ling Shi
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PACC: A Passive-Arm Approach for High-Payload Collaborative Carrying with Quadruped Robots Using Model Predictive Control
Giulio Turrisi, Lucas Schulze, Vivian Suzano Medeiros, Claudio Semini, Victor Barasuol
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DecAP : Decaying Action Priors for Accelerated Imitation Learning of Torque-Based Legged Locomotion Policies
Shivam Sood, GE SUN, Peizhuo LI, Guillaume Adrien Sartoretti
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Virtual model control for compliant reaching under uncertainties
Yi Zhang, Daniel Larby, Fumiya Iida, Fulvio Forni
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Perfecting Periodic Trajectory Tracking: Model Predictive Control with a Periodic Observer
Luis Pabon, Johannes Köhler, John Irvin Alora, Patrick Benito Eberhard, Andrea Carron, Melanie N. Zeilinger, Marco Pavone
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Active Learning for Forward/Inverse Kinematics of Redundantly-Driven Flexible Tensegrity Manipulator
Yuhei Yoshimitsu, Takayuki Osa, Heni Ben Amor, Shuhei Ikemoto
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Real-Time Dexterous Telemanipulation with an End-Effect-Oriented Learning-Based Approach
Haoyang Wang, HE BAI, Xiaoli Zhang, Yunsik Jung, Michael Bowman, Lingfeng Tao
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Signal Temporal Logic-Guided Apprenticeship Learning
Aniruddh Gopinath Puranic, Jyotirmoy Deshmukh, Stefanos Nikolaidis
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Learning the Inverse Kinematics of Magnetic Continuum Robot for Teleoperated Navigation
Pingyu Xiang, Ke Qiu, Danying Sun, jingyu zhang, Qin Fang, Xiangyu Mi, Shudong Wang, Mengxiao Chen, Yue Wang, Rong Xiong, Haojian Lu
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Real-Time Model Predictive Control with Zonotope-Based Neural Networks for Bipedal Social Navigation
Abdulaziz Shamsah, Krishanu Agarwal, Shreyas Kousik, Ye Zhao
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Construction of Musculoskeletal Simulation for Shoulder Complex with Ligaments and Its Validation Via Model Predictive Control
Yuta Sahara, Akihiro Miki, Yoshimoto Ribayashi, Shunnosuke Yoshimura, Kento Kawaharazuka, Kei Okada, Masayuki Inaba
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Model Predictive Path Integral Control for Agile Unmanned Aerial Vehicles
Michal Minařík, Robert Penicka, Vojtech Vonasek, Martin Saska
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A Fast Online Omnidirectional Quadrupedal Jumping Framework Via Virtual-Model Control and Minimum Jerk Trajectory Generation
Linzhu Yue, Lingwei Zhang, Zhitao Song, Hongbo Zhang, Jinhu Dong, Xuanqi Zeng, Yunhui Liu
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Toward Understanding Key Estimation in Learning Robust Humanoid Locomotion
Zhicheng Wang, Wandi Wei, Ruiqi Yu, Jun Wu, Qiuguo Zhu
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Benchmarking Smoothness and Reducing High-Frequency Oscillations in Continuous Control Policies
Guilherme Henrique Galelli Christmann, Ying-Sheng Luo, Hanjaya Mandala, Wei-Chao Chen
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ViSaRL: Visual Reinforcement Learning Guided by Human Saliency
Anthony Liang, Jesse Thomason, Erdem Bıyık
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NeuralFloors++: Consistent Street-Level Scene Generation from BEV Semantic Maps
Valentina Musat, Daniele De Martini, Matthew Gadd, Paul Newman
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Accelerating Model Predictive Control for Legged Robots through Distributed Optimization
Lorenzo Amatucci, Giulio Turrisi, Angelo Bratta, Victor Barasuol, Claudio Semini
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Improved Contact Stability for Admittance Control of Industrial Robots with Inverse Model Compensation
Kangwagye Samuel, Kevin Haninger, Sami Haddadin, Sehoon Oh
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Learning Adaptive Controller for Hydraulic Machinery Automation
Fang Nan, Marco Hutter
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Data-Driven Predictive Control for Robust Exoskeleton Locomotion
Kejun Li, Jeeseop Kim, Xiaobin Xiong, Kaveh Akbari Hamed, Yisong Yue, Aaron Ames
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DEAR: Disentangled Environment and Agent Representations for Reinforcement Learning without Reconstruction
Ameya Pore, Riccardo Muradore, Diego Dall'Alba
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Learning Long-Horizon Predictions for Quadrotor Dynamics
Pratyaksh Rao, Alessandro Saviolo, Tommaso Castiglione Ferrari, Giuseppe Loianno
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Toward Control of Wheeled Humanoid Robots with Unknown Payloads: Equilibrium Point Estimation via Real-to-Sim Adaptation
DongHoon Baek, Youngwoo Sim, Amartya Purushottam, Saurabh Gupta, Joao Ramos
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Safe Multi-Agent Reinforcement Learning for Bimanual Dexterous Manipulation
Weishu Zhan, Peter Chin
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Thermal Ablation Therapy Control with Tissue Necrosis-Driven Temperature Feedback Enabled by Neural State Space Model with Extended Kalman Filter
Ryo Murakami, Satoshi Mori, Haichong Zhang
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Arm-Constrained Curriculum Learning for Loco-Manipulation of a Wheel-Legged Robot
Zifan Wang, Yufei Jia, Lu Shi, Haoyu Wang, Haizhou Zhao, Xueyang Li, Jinni ZHOU, Jun Ma, Guyue Zhou
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Language-Guided Pattern Formation for Swarm Robotics with Multi-Agent Reinforcement Learning
Hsu-Shen Liu, So Kuroki, Tadashi Kozuno, Wei-Fang Sun, Chun-Yi Lee
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Automatic Design of Robot Swarms That Perform Composite Missions: An Approach Based on Inverse Reinforcement Learning
Jeanne Szpirer, David Garzón Ramos, Mauro Birattari
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