← Search

Davide Allegro

5 accepted papers

2025

Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination

ICLR 2025poster

A world model provides an agent with a representation of its environment, enabling it to predict the causal consequences of its actions. Current world models typically cannot directly and explicitly imitate the actual environment in front of a robot, often resulting in unrealistic behaviors and hall…

2024

Multi-Camera Hand-Eye Calibration for Human-Robot Collaboration in Industrial Robotic Workcells

RA-L 2024

In industrial scenarios, effective human-robot collaboration relies on multi-camera systems to robustly monitor human operators despite the occlusions that typically show up in a robotic workcell. In this scenario, precise localization of the person in the robot coordinate system is essential, makin

Cited by 8SourcecodeScholar
2023

A Graph-Based Optimization Framework for Hand-Eye Calibration for Multi-Camera Setups

ICRA 2023poster

Hand-eye calibration is the problem of estimating the spatial transformation between a reference frame, usually the base of a robot arm or its gripper, and the reference frame of one or multiple cameras. Generally, this calibration is solved as a non-linear optimization problem, what instead is rare…

Cited by 6SourcecodeScholar