197 citations · 273 across the 24 of their papers we have counts for
4 papers · 1 filter
Qualitative Prediction of Multi-Agent Spatial Interactions
Sariah Mghames, Luca Castri, Marc Hanheide +1
Deploying service robots in our daily life, whether in restaurants, warehouses or hospitals, calls for the need to reason on the interactions happening in dense and dynamic scenes.…
A Neuro-Symbolic Approach for Enhanced Human Motion Prediction
Sariah Mghames, Luca Castri, Marc Hanheide +1
Reasoning on the context of human beings is crucial for many real-world applications especially for those deploying autonomous systems (e.g. robots). In this paper, we present a ne…
Enhancing Causal Discovery from Robot Sensor Data in Dynamic Scenarios
Luca Castri, Sariah Mghames, Marc Hanheide +1
Identifying the main features and learning the causal relationships of a dynamic system from time-series of sensor data are key problems in many real-world robot applications. In t…
LTS-NET: End-to-end Unsupervised Learning of Long-Term 3D Stable objects
Ibrahim Hroob, Sergi Molina, Riccardo Polvara +2
In this research, we present an end-to-end data-driven pipeline for determining the long-term stability status of objects within a given environment, specifically distinguishing be…