Search Results for author: Nicola Pedrocchi

Found 3 papers, 0 papers with code

Optimal task and motion planning and execution for human-robot multi-agent systems in dynamic environments

no code implementations27 Mar 2023 Marco Faroni, Alessandro Umbrico, Manuel Beschi, Andrea Orlandini, Amedeo Cesta, Nicola Pedrocchi

Combining symbolic and geometric reasoning in multi-agent systems is a challenging task that involves planning, scheduling, and synchronization problems.

Motion Planning Scheduling +1

Co-manipulation of soft-materials estimating deformation from depth images

no code implementations13 Jan 2023 Giorgio Nicola, Enrico Villagrossi, Nicola Pedrocchi

The model estimates the current deformation state through a Convolutional Neural Network, specifically a DenseNet-121 pretrained on ImageNet. The delta between the current and the desired deformation state is fed to the robot controller that outputs twist commands.

Learning Action Duration and Synergy in Task Planning for Human-Robot Collaboration

no code implementations21 Oct 2022 Samuele Sandrini, Marco Faroni, Nicola Pedrocchi

The duration of an action depends on agents' capabilities and the correlation between actions performed simultaneously by the human and the robot.

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