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Dario Piga

5 accepted papers

2023

Q-Learning-Based Model Predictive Variable Impedance Control for Physical Human-Robot Collaboration (Extended Abstract)

IJCAI 2023poster

Physical human-robot collaboration is increasingly required in many contexts. To implement an effective collaboration, the robot should be able to recognize the human’s intentions and guarantee safe and adaptive behavior along the intended motion directions. The robot-control strategies with such at…

Cited by 54SourcePDFScholar
2022

Visual Servoing with Geometrically Interpretable Neural Perception

IROS 2022poster

An increasing number of nonspecialist robotic users demand easy-to-use machines. In the context of visual servoing, the removal of explicit image processing is becoming a trend, allowing an easy application of this technique. This work presents a deep learning approach for solving the perception pro…

Cited by 6SourceScholar
2021

Pairwise Preferences-Based Optimization of a Path-Based Velocity Planner in Robotic Sealing Tasks

IROS 2021poster

Production plants are being re-designed to implement human-centered solutions. Especially considering high added-value operations, robots are required to optimize their behavior to achieve a task quality at least comparable to the one obtained by the skilled operators. A manual programming and tunin…

Cited by 23SourceScholar
2021

Pairwise Preferences-Based Optimization of a Path-Based Velocity Planner in Robotic Sealing Tasks

RA-L 2021

Production plants are being re-designed to implement human-centered solutions. Especially considering high added-value operations, robots are required to optimize their behavior to achieve a task quality at least comparable to the one obtained by the skilled operators. A manual programming and tunin

Cited by 22SourceScholar