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1599 result(s) for “Model Learning for Control” Page 2 of 32
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Anticipation and Delayed Estimation of Sagittal Plane Human Hip Moments using Deep Learning and a Robotic Hip Exoskeleton
Dean Molinaro, Ethan Park, Aaron Young
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Multi-Embodiment Legged Robot Control As a Sequence Modeling Problem
Chen Yu, Weinan Zhang, Hang Lai, ZHENG TIAN, Laurent Kneip, Jun Wang
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Learning Deposition Policies for Fused Multi-Material 3D Printing
Kang Liao, Thibault Tricard, Michal Piovarci, Hans-Peter Seidel, Vahid Babaei
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Learning Low-Frequency Motion Control for Robust and Dynamic Robot Locomotion
Siddhant Gangapurwala, luigi campanaro, Ioannis Havoutis
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Learning State Conditioned Linear Mappings for Low-Dimensional Control of Robotic Manipulators
Michael Przystupa, Kerrick Johnstonbaugh, Zichen Zhang, Laura Petrich, Masood Dehghan, Faezeh Haghverd, Martin Jagersand
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On the Learned Balance Manifold of Underactuated Balance Robots
Feng Han, Jingang Yi
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Data-Driven Spectral Submanifold Reduction for Nonlinear Optimal Control of High-Dimensional Robots
John Irvin Alora, Mattia Cenedese, Edward Schmerling, George Haller, Marco Pavone
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Puppeteer and Marionette: Learning Anticipatory Quadrupedal Locomotion Based on Interactions of a Central Pattern Generator and Supraspinal Drive
Milad Shafiee, Guillaume Bellegarda, Auke Ijspeert
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Design and Development of a Hydrogel-Based Soft Sensor for Multi-Axis Force Control
Yichen Cai, David Hardman, Fumiya Iida, Thomas George Thuruthel
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Inverted Landing in a Small Aerial Robot Via Deep Reinforcement Learning for Triggering and Control of Rotational Maneuvers
Bryan Habas, Jack W. Langelaan, Bo Cheng
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A Bioinspired Synthetic Nervous System Controller for Pick-and-Place Manipulation
Yanjun Li, Ravesh Sukhnandan, Jeffrey Gill, Hillel Chiel, Victoria Webster-Wood, Roger, D. Quinn
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Versatile Skill Control Via Self-Supervised Adversarial Imitation of Unlabeled Mixed Motions
Chenhao Li, Sebastian Blaes, Pavel Kolev, Marin Vlastelica, Jonas Frey, Georg Martius
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Learning to Influence Vehicles' Routing in Mixed-Autonomy Networks by Dynamically Controlling the Headway of Autonomous Cars
Xiaoyu Ma, Negar Mehr
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Force Control for Robust Quadruped Locomotion: A Linear Policy Approach
Aditya Shirwatkar, Vamshi Kumar Kurva, Devaraju Vinoda, Aman Singh, Aditya Varma Sagi, Himanshu Lodha, Bhavya Giri Goswami, Shivam Sood, Ketan Nehete, Shishir Kolathaya
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Learning Risk-Aware Costmaps Via Inverse Reinforcement Learning for Off-Road Navigation
Samuel Triest, Mateo Guaman Castro, Parv Maheshwari, Matthew Sivaprakasam, Wenshan Wang, Sebastian Scherer
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Learnable Tegotae-Based Feedback in CPGs with Sparse Observation Produces Efficient and Adaptive Locomotion
Christopher Herneth, Mitsuhiro Hayashibe, Dai Owaki
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Show Me What You Want: Inverse Reinforcement Learning to Automatically Design Robot Swarms by Demonstration
Ilyes Gharbi, Jonas Kuckling, David Garzón Ramos, Mauro Birattari
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Design of Fully Controllable and Continuous Programmable Surface Based on Machine Learning
Wang, Jue,Suo, Jiaqi,Chortos, Alex
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LEMURS: Learning Distributed Multi-Robot Interactions
Eduardo Sebastián, Thai Duong, Nikolay Atanasov, Eduardo Montijano, Carlos Sagues
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Sim2Real Learning of Obstacle Avoidance for Robotic Manipulators in Uncertain Environments
Tan Zhang, Kefang Zhang, Jiatao Lin, Wing-Yue Geoffrey Louie, Hui Huang
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Monocular Reactive Collision Avoidance for MAV Teleoperation with Deep Reinforcement Learning
Raffaele Brilli, Marco Legittimo, Francesco Crocetti, Mirko Leomanni, Mario Luca Fravolini, Gabriele Costante
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Biomimetic Force and Impedance Adaptation Based on Broad Learning System in Stable and Unstable Tasks
Zhenyu Lu, Ning Wang
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Discrete-Time Model Based Control of Soft Manipulator with FBG Sensing
Enrico Franco, Ayhan Aktas, Shen Treratanakulchai, Arnau Garriga-Casanovas, Abdulhamit Donder, Ferdinando Rodriguez y Baena
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Model Based Position Control of Soft Hydraulic Actuators
Mark Runciman, Enrico Franco, James Avery, Ferdinando Rodriguez y Baena, George Mylonas
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Curvature-Aware Model Predictive Contouring Control
Lorenzo Lyons, Laura Ferranti
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OPT-Mimic: Imitation of Optimized Trajectories for Dynamic Quadruped Behaviors
Yuni Fuchioka, Zhaoming Xie, Michiel van de Panne
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Dynamic Control Barrier Function-Based Model Predictive Control to Safety-Critical Obstacle-Avoidance of Mobile Robot
Zhuozhu Jian, Zihong Yan, Xuanang Lei, Zihong Lu, Bin Lan, xueqian WANG, Bin Liang
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Distributed Model Predictive Formation Control with Gait Synchronization for Multiple Quadruped Robots
Shaohang Xu, Wentao Zhang, Lijun Zhu, Chin Pang Ho
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Learning Responsibility Allocations for Safe Human-Robot Interaction with Applications to Autonomous Driving
Ryan Cosner, Yuxiao Chen, Karen Leung, Marco Pavone
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Real-Time Model Predictive Control for Industrial Manipulators with Singularity-Tolerant Hierarchical Task Control
Jaemin Lee, Mingyo Seo, Andrew Bylard, Zhouwen Sun, Luis Sentis
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Deep Learning-Aided Synthetic Airspeed Estimation of UAVs for Analytical Redundancy with a Temporal Convolutional Network
HYUNGTAE LIM, Han-seok Ryu, Matthew Rhudy, Dongjin Lee, Dongjin Jang, Changho LEE, Youngmin Park, Wonkeun Youn, Hyun Myung
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Efficient Bimanual Handover and Rearrangement Via Symmetry-Aware Actor-Critic Learning
Yunfei Li, Chaoyi Pan, Huazhe Xu, Xiaolong Wang, Yi Wu
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Risk-Aware Model Predictive Path Integral Control Using Conditional Value-At-Risk
Ji Yin, Zhiyuan Zhang, Panagiotis Tsiotras
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Optimal Scheduling of Models and Horizons for Model Hierarchy Predictive Control
Charles Khazoom, Steve Heim, Daniel Gonzalez-Diaz, Sangbae Kim
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Interaction-Aware Trajectory Planning for Autonomous Vehicles with Analytic Integration of Neural Networks into Model Predictive Control
Piyush Gupta, David Isele, Donggun Lee, Sangjae Bae
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Design and Voluntary Control of Variable Stiffness Exoskeleton Based on sEMG Driven Model
Yanghui Zhu, Qingcong Wu, Bai Chen, Ziyue Zhao
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Nonlinear Model Predictive Control of a 3D Hopping Robot: Leveraging Lie Group Integrators for Dynamically Stable Behaviors
Noel Csomay-Shanklin, Victor Dorobantu, Aaron Ames
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Multi-Alpha Soft Actor-Critic: Overcoming Stochastic Biases in Maximum Entropy Reinforcement Learning
Conor Igoe, Swapnil Pande, Siddarth Venkatraman, Jeff Schneider
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Contact Optimization for Non-Prehensile Loco-Manipulation Via Hierarchical Model Predictive Control
Alberto Rigo, Yiyu Chen, Satyandra K. Gupta, Quan Nguyen
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Controlling an Underactuated AUV As an Inverted Pendulum Using Nonlinear Model Predictive Control and Behavior Trees
Sriharsha Bhat, Ivan Stenius
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Direction and Trajectory Tracking Control for Nonholonomic Spherical Robot by Combining Sliding Mode Controller and Model Prediction Controller
Yifan Liu, Yixu Wang, Xiaoqing Guan, tao hu, Ziang Zhang, Song Jin, You Wang, Jie Hao, Guang Li
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Autonomous Underwater Docking Using Flow State Estimation and Model Predictive Control
Rakesh Vivekanandan, Geoffrey Hollinger, Dongsik Chang
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Real-Time Model Predictive Control and System Identification Using Differentiable Physics Simulation
Sirui Chen, Keenon Werling, Albert Wu, Karen Liu
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RPGD: A Small-Batch Parallel Gradient Descent Optimizer with Explorative Resampling for Nonlinear Model Predictive Control
Frederik Heetmeyer, Marcin Paluch, Diego Bolliger, Florian Bolli, Xiang Deng, Ennio Filicicchia, Tobi Delbruck
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Model Predictive Contouring Control for Time-Optimal Quadrotor Flight
Romero, Angel,Sun, Sihao,Foehn, Philipp,Scaramuzza, Davide
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OpTaS: An Optimization-based Task Specification Library for Trajectory Optimization and Model Predictive Control
Christopher Edwin Mower, Joao Moura, Nazanin Zamani Behabadi, Sethu Vijayakumar, Tom Vercauteren, Christos Bergeles
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BiConMP: A Nonlinear Model Predictive Control Framework for Whole Body Motion Planning
Avadesh Meduri, Paarth Shah, Julian Viereck, Majid Khadiv, Ioannis Havoutis, Ludovic Righetti
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Visual-Inertial Odometry with Online Calibration of Velocity-Control Based Kinematic Motion Models
Haolong Li, Joerg Stueckler
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Interactive Multi-Modal Motion Planning with Branch Model Predictive Control
Yuxiao Chen, Ugo Rosolia, Wyatt Ubellacker, Noel Csomay-Shanklin, Aaron Ames
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Dynamic Locomotion of a Quadruped Robot with Active Spine Via Model Predictive Control
Wanyue Li, Zida Zhou, Hui Cheng
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