Media Summary: Presentation for the IEEE International Conference on This video is supplementary material to the work "Perceptive This is the accompanying video of the paper A. Pozzi, L. Puricelli, V. Petrone, E. Ferrentino, P. Chiacchio, F. Braghin, L. Roveda, ...

Model Predictive Robot Environment Interaction Control For Mobile Manipulation Tasks - Detailed Analysis & Overview

Presentation for the IEEE International Conference on This video is supplementary material to the work "Perceptive This is the accompanying video of the paper A. Pozzi, L. Puricelli, V. Petrone, E. Ferrentino, P. Chiacchio, F. Braghin, L. Roveda, ... M. Spahn, B. Brito and J. Alonso-Mora, "Coupled Deep reinforcement learning produces robust locomotion policies for legged arXiv:2208.07035. We use Gaussian processes to model external force, then use

The motivation of our work as follows contact-based

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Model Predictive Robot-Environment Interaction Control for Mobile Manipulation Tasks
Model Predictive Robot-Environment Interaction Control For Mobile Manipulation Tasks (Presentation)
Perceptive Model Predictive Control for Continuous Mobile Manipulation
Whole-Body Model Predictive Control for Mobile Manipulation with Task Priority Transition
Actor-Critic Model Predictive Force Controller (ACMPFC) for robot-environment interaction tasks
Coupled mobile manipulation via trajectory optimization with free space decomposition
Combining Learning-Based Locomotion with Model-Based Manipulation for Legged Mobile Manipulators
Whole-Body MPC for a Dynamically Stable Mobile Manipulator
Model Predictive Control
Hierarchical Adaptive Loco-manipulation Control for Quadruped Robots
Robotic Autonomous Trolley Collection with Progressive Perception and Model Predictive Control
Model Predictive Impedance Control for Human and Environment Interaction
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Model Predictive Robot-Environment Interaction Control for Mobile Manipulation Tasks

Model Predictive Robot-Environment Interaction Control for Mobile Manipulation Tasks

Modern, torque-

Model Predictive Robot-Environment Interaction Control For Mobile Manipulation Tasks (Presentation)

Model Predictive Robot-Environment Interaction Control For Mobile Manipulation Tasks (Presentation)

Presentation for the IEEE International Conference on

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Perceptive Model Predictive Control for Continuous Mobile Manipulation

Perceptive Model Predictive Control for Continuous Mobile Manipulation

This video is supplementary material to the work "Perceptive

Whole-Body Model Predictive Control for Mobile Manipulation with Task Priority Transition

Whole-Body Model Predictive Control for Mobile Manipulation with Task Priority Transition

Mobile

Actor-Critic Model Predictive Force Controller (ACMPFC) for robot-environment interaction tasks

Actor-Critic Model Predictive Force Controller (ACMPFC) for robot-environment interaction tasks

This is the accompanying video of the paper A. Pozzi, L. Puricelli, V. Petrone, E. Ferrentino, P. Chiacchio, F. Braghin, L. Roveda, ...

Sponsored
Coupled mobile manipulation via trajectory optimization with free space decomposition

Coupled mobile manipulation via trajectory optimization with free space decomposition

M. Spahn, B. Brito and J. Alonso-Mora, "Coupled

Combining Learning-Based Locomotion with Model-Based Manipulation for Legged Mobile Manipulators

Combining Learning-Based Locomotion with Model-Based Manipulation for Legged Mobile Manipulators

Deep reinforcement learning produces robust locomotion policies for legged

Whole-Body MPC for a Dynamically Stable Mobile Manipulator

Whole-Body MPC for a Dynamically Stable Mobile Manipulator

Autonomous

Model Predictive Control

Model Predictive Control

This lecture provides an overview of

Hierarchical Adaptive Loco-manipulation Control for Quadruped Robots

Hierarchical Adaptive Loco-manipulation Control for Quadruped Robots

Legged

Robotic Autonomous Trolley Collection with Progressive Perception and Model Predictive Control

Robotic Autonomous Trolley Collection with Progressive Perception and Model Predictive Control

Autonomous

Model Predictive Impedance Control for Human and Environment Interaction

Model Predictive Impedance Control for Human and Environment Interaction

arXiv:2208.07035. We use Gaussian processes to model external force, then use

Real-Time Deformable-Contact-Aware Model Predictive Control for Force-Modulated Manipulation

Real-Time Deformable-Contact-Aware Model Predictive Control for Force-Modulated Manipulation

The motivation of our work as follows contact-based